Genetic algorithms with sharing for multimodal function optimization
Proceedings of the Second International Conference on Genetic Algorithms on Genetic algorithms and their application
Genetic Reinforcement Learning for Neurocontrol Problems
Machine Learning - Special issue on genetic algorithms
Efficient reinforcement learning through symbiotic evolution
Machine Learning - Special issue on reinforcement learning
Niching methods for genetic algorithms
Niching methods for genetic algorithms
Incremental evolution of complex general behavior
Adaptive Behavior - Special issue on environment structure and behavior
Symbiotic evolution of neural networks in sequential decision tasks
Symbiotic evolution of neural networks in sequential decision tasks
Towards designing artificial neural networks by evolution
Applied Mathematics and Computation - Special issue on articficial life and robotics
Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control and Artificial Intelligence
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Evolving the Topology and the Weights of Neural Networks Using a Dual Representation
Applied Intelligence
Evolving Neural Control Systems
IEEE Expert: Intelligent Systems and Their Applications
Genetic Synthesis of Modular Neural Networks
Proceedings of the 5th International Conference on Genetic Algorithms
A Coevolutionary Approach to Learning Sequential Decision Rules
Proceedings of the 6th International Conference on Genetic Algorithms
Solving Non-Markovian Control Tasks with Neuro-Evolution
IJCAI '99 Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence
Robust non-linear control through neuroevolution
Robust non-linear control through neuroevolution
New methods for competitive coevolution
Evolutionary Computation
Forming neural networks through efficient and adaptive coevolution
Evolutionary Computation
A comparison between cellular encoding and direct encoding for genetic neural networks
GECCO '96 Proceedings of the 1st annual conference on Genetic and evolutionary computation
Reinforcement learning: a survey
Journal of Artificial Intelligence Research
Connectionist theory refinement: genetically searching the space of network topologies
Journal of Artificial Intelligence Research
A Taxonomy for artificial embryogeny
Artificial Life
Speeding up backpropagation using multiobjective evolutionary algorithms
Neural Computation
Development and the Baldwin effect
Artificial Life
Automatic feature selection in neuroevolution
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Evolving neural network ensembles for control problems
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Neuroevolution of an automobile crash warning system
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Improving reinforcement learning function approximators via neuroevolution
Proceedings of the fourth international joint conference on Autonomous agents and multiagent systems
Towards an empirical measure of evolvability
GECCO '05 Proceedings of the 7th annual workshop on Genetic and evolutionary computation
Time-series forecasting using flexible neural tree model
Information Sciences: an International Journal
The Hierarchical Fair Competition (HFC) Framework for Sustainable Evolutionary Algorithms
Evolutionary Computation
Genomic computing networks learn complex POMDPs
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Coevolution of neural networks using a layered pareto archive
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Selecting for evolvable representations
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Comparing evolutionary and temporal difference methods in a reinforcement learning domain
Proceedings of the 8th annual conference on Genetic and evolutionary computation
On-line evolutionary computation for reinforcement learning in stochastic domains
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Evolving a real-world vehicle warning system
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Incremental evolution of trainable neural networks that are backwards compatible
AIA'06 Proceedings of the 24th IASTED international conference on Artificial intelligence and applications
A cooperative constructive method for neural networks for pattern recognition
Pattern Recognition
Evolutionary morphogenesis for multi-cellular systems
Genetic Programming and Evolvable Machines
Evolutionary Function Approximation for Reinforcement Learning
The Journal of Machine Learning Research
Compositional pattern producing networks: A novel abstraction of development
Genetic Programming and Evolvable Machines
Proceedings of the 9th annual conference companion on Genetic and evolutionary computation
Empirical Studies in Action Selection with Reinforcement Learning
Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems
A novel generative encoding for exploiting neural network sensor and output geometry
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Robust multi-cellular developmental design
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Supplementing evolutionary developmental systems with abstract models of neurogenesis
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Generating large-scale neural networks through discovering geometric regularities
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Transfer via inter-task mappings in policy search reinforcement learning
Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems
Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems
Picbreeder: evolving pictures collaboratively online
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Evolving neural networks for static single-position automated trading
Journal of Artificial Evolution and Applications - Regular issue
Proceedings of the 10th annual conference companion on Genetic and evolutionary computation
Generative and developmental systems
Proceedings of the 10th annual conference companion on Genetic and evolutionary computation
Designing multi-rover emergent specialization
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Behavior-based speciation for evolutionary robotics
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Proceedings of the 10th annual conference on Genetic and evolutionary computation
How generative encodings fare on less regular problems
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Evolving neural networks for fractured domains
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Accelerated Neural Evolution through Cooperatively Coevolved Synapses
The Journal of Machine Learning Research
TOWARDS OPTIMIZING ENTERTAINMENT IN COMPUTER GAMES
Applied Artificial Intelligence
Autonomous transfer for reinforcement learning
Proceedings of the 7th international joint conference on Autonomous agents and multiagent systems - Volume 1
A New Intelligent System Methodology for Time Series Forecasting with Artificial Neural Networks
Neural Processing Letters
Evolutionary Bi-objective Learning with Lowest Complexity in Neural Networks: Empirical Comparisons
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part I
A Neural Framework for Robot Motor Learning Based on Memory Consolidation
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II
Diverse Evolutionary Neural Networks Based on Information Theory
Neural Information Processing
Internal and External Memory in Neuroevolution for Learning in Non-stationary Problems
SAB '08 Proceedings of the 10th international conference on Simulation of Adaptive Behavior: From Animals to Animats
Evolving Efficient Connection for the Design of Artificial Neural Networks
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part II
Fitness Expectation Maximization
Proceedings of the 10th international conference on Parallel Problem Solving from Nature: PPSN X
How a Generative Encoding Fares as Problem-Regularity Decreases
Proceedings of the 10th international conference on Parallel Problem Solving from Nature: PPSN X
Evolution Strategies for Direct Policy Search
Proceedings of the 10th international conference on Parallel Problem Solving from Nature: PPSN X
Countering Poisonous Inputs with Memetic Neuroevolution
Proceedings of the 10th international conference on Parallel Problem Solving from Nature: PPSN X
Mixing Greedy and Evolutive Approaches to Improve Pursuit Strategies
IBERAMIA '08 Proceedings of the 11th Ibero-American conference on AI: Advances in Artificial Intelligence
Proceedings of the 17th international conference on Parallel architectures and compilation techniques
Cooperation Strategies for Pursuit Games: From a Greedy to an Evolutive Approach
MICAI '08 Proceedings of the 7th Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence
Using Gaussian Processes to Optimize Expensive Functions
AI '08 Proceedings of the 21st Australasian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
Synthesizing neural networks for learning in games
Future Play '08 Proceedings of the 2008 Conference on Future Play: Research, Play, Share
Evolvable neural networks ensembles for accidents diagnosis
ICCOMP'08 Proceedings of the 12th WSEAS international conference on Computers
Active Vision for Goal-Oriented Humanoid Robot Walking
Creating Brain-Like Intelligence
Dynamic High Frequency Trading: A Neuro-Evolutionary Approach
EvoWorkshops '09 Proceedings of the EvoWorkshops 2009 on Applications of Evolutionary Computing: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, EvoNUM, EvoSTOC, EvoTRANSLOG
Evolved finite state controller for hybrid system
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
The impact of network topology on self-organizing maps
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
Exploiting functional relationships in musical composition
Connection Science - Music, Brain, Cognition
Stochastic search using the natural gradient
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
Learning Human-Level AI abilities to drive racing cars
Proceedings of the 2005 conference on Artificial Intelligence Research and Development
Learning Dynamic Obstacle Avoidance for a Robot Arm Using Neuroevolution
Neural Processing Letters
Neuroevolutionary reinforcement learning for generalized helicopter control
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
How novelty search escapes the deceptive trap of learning to learn
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Using behavioral exploration objectives to solve deceptive problems in neuro-evolution
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
The sensitivity of HyperNEAT to different geometric representations of a problem
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Evolving an autonomous agent for non-Markovian reinforcement learning
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Evolving competitive car controllers for racing games with neuroevolution
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
NEAT in increasingly non-linear control situations
Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers
Reinforcement learning for games: failures and successes
Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers
Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers
Generative and developmental systems
Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers
Proceedings of the 2009 ACM SIGGRAPH Symposium on Video Games
Evolutionary selection of features for neural sleep/wake discrimination
Journal of Artificial Evolution and Applications - Special issue on artificial evolution methods in the biological and biomedical sciences
Real-time evolution of neural networks in the NERO video game
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
Real-time interactive learning in the NERO video game
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
Sample-efficient evolutionary function approximation for reinforcement learning
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Mind-Mirror: EEG-Guided Image Evolution
Proceedings of the 13th International Conference on Human-Computer Interaction. Part II: Novel Interaction Methods and Techniques
Machine learning in digital games: a survey
Artificial Intelligence Review
Improving reinforcement learning function approximators via neuroevolution
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 4
Temporal difference and policy search methods for reinforcement learning: an empirical comparison
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
Stochastic optimization for collision selection in high energy physics
IAAI'07 Proceedings of the 19th national conference on Innovative applications of artificial intelligence - Volume 2
A case study on the critical role of geometric regularity in machine learning
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
Competitive coevolution through evolutionary complexification
Journal of Artificial Intelligence Research
Learning and multiagent reasoning for autonomous agents
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Neuroevolution strategies for episodic reinforcement learning
Journal of Algorithms
Interactive evolution of particle systems for computer graphics and animation
IEEE Transactions on Evolutionary Computation
Machine learning for event selection in high energy physics
Engineering Applications of Artificial Intelligence
Coevolving intelligent game players in a cultural framework
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
HyperNEAT controlled robots learn how to drive on roads in simulated environment
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Overcoming the bootstrap problem in evolutionary robotics using behavioral diversity
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Mutual information neuro-evolutionary system (MINES)
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Evolving modular neural-networks through exaptation
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
On-line neuroevolution applied to the open racing car simulator
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Evolving coordinated quadruped gaits with the HyperNEAT generative encoding
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Memory-enhanced evolutionary robotics: the echo state network approach
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Entropy and mutual information can improve fitness evaluation in coevolution of neural networks
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Evolving Memory Cell Structures for Sequence Learning
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II
Combining Multiple Inputs in HyperNEAT Mobile Agent Controller
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II
Neuroevolutionary Inventory Control in Multi-Echelon Systems
ADT '09 Proceedings of the 1st International Conference on Algorithmic Decision Theory
Evolved Controllers for Simulated Locomotion
MIG '09 Proceedings of the 2nd International Workshop on Motion in Games
ICONIP '09 Proceedings of the 16th International Conference on Neural Information Processing: Part II
Evolving simple feed-forward and recurrent ANNs for signal classification: a comparison
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Efficient neural network pruning during neuro-evolution
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Evolution of recollection and prediction in neural networks
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Time-series forecasting using flexible neural tree model
Information Sciences: an International Journal
Evolution versus temporal difference learning for learning to play Ms. Pac-Man
CIG'09 Proceedings of the 5th international conference on Computational Intelligence and Games
CIG'09 Proceedings of the 5th international conference on Computational Intelligence and Games
Learning drivers for TORCS through imitation using supervised methods
CIG'09 Proceedings of the 5th international conference on Computational Intelligence and Games
Evolving content in the galactic arms race video game
CIG'09 Proceedings of the 5th international conference on Computational Intelligence and Games
Optimized sensory-motor couplings plus strategy extensions for the TORCS car racing challenge
CIG'09 Proceedings of the 5th international conference on Computational Intelligence and Games
Evolving multi-modal behavior in NPCs
CIG'09 Proceedings of the 5th international conference on Computational Intelligence and Games
Complex networks of simple neurons for bipedal locomotion
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Evolutionary Model Type Selection for Global Surrogate Modeling
The Journal of Machine Learning Research
Developmental models for emergent computation
ICES'03 Proceedings of the 5th international conference on Evolvable systems: from biology to hardware
A new hybrid learning algorithm for drifting environments
IEA/AIE'07 Proceedings of the 20th international conference on Industrial, engineering, and other applications of applied intelligent systems
MBEANN: mutation-based evolving artificial neural networks
ECAL'07 Proceedings of the 9th European conference on Advances in artificial life
Stepwise transition from direct encoding to artificial ontogeny in neuroevolution
ECAL'07 Proceedings of the 9th European conference on Advances in artificial life
Efficient learning of neural networks with evolutionary algorithms
Proceedings of the 29th DAGM conference on Pattern recognition
Kernel-based online NEAT for keepaway soccer
LSMS'07 Proceedings of the Life system modeling and simulation 2007 international conference on Bio-Inspired computational intelligence and applications
Discovering several robot behaviors through speciation
Evo'08 Proceedings of the 2008 conference on Applications of evolutionary computing
Scaffolding for interactively evolving novel drum tracks for existing songs
Evo'08 Proceedings of the 2008 conference on Applications of evolutionary computing
Evolving parameterised policies for stochastic constraint programming
CP'09 Proceedings of the 15th international conference on Principles and practice of constraint programming
Unsupervised learning of echo state networks: a case study in artificial embryogeny
EA'07 Proceedings of the Evolution artificielle, 8th international conference on Artificial evolution
Galactic Arms Race: an experiment in evolving video game content
ACM SIGEVOlution
Neuroevolution based on reusable and hierarchical modular representation
ICONIP'08 Proceedings of the 15th international conference on Advances in neuro-information processing - Volume Part I
Ideas about a regularized MLP classifier by means of weight decay stepping
ICANNGA'09 Proceedings of the 9th international conference on Adaptive and natural computing algorithms
NEAT in HyperNEAT substituted with genetic programming
ICANNGA'09 Proceedings of the 9th international conference on Adaptive and natural computing algorithms
Simdist: a distribution system for easy parallelization of evolutionary computation
Genetic Programming and Evolvable Machines
Autonomous Agents and Multi-Agent Systems
Revising the evolutionary computation abstraction: minimal criteria novelty search
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Evolving agent behavior in multiobjective domains using fitness-based shaping
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Transfer learning through indirect encoding
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Evolving the placement and density of neurons in the hyperneat substrate
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Importing the computational neuroscience toolbox into neuro-evolution-application to basal ganglia
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Neuroevolution of mobile ad hoc networks
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Sustaining behavioral diversity in NEAT
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Evolving neural networks in compressed weight space
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Evolving CPPNs to grow three-dimensional physical structures
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Investigating whether hyperNEAT produces modular neural networks
Proceedings of the 12th annual conference on Genetic and evolutionary computation
NEATfields: evolution of neural fields
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Robust neuro-control for a micro quadrotor
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Proceedings of the 12th annual conference companion on Genetic and evolutionary computation
Generative and developmental systems
Proceedings of the 12th annual conference companion on Genetic and evolutionary computation
Evolving policy geometry for scalable multiagent learning
Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems: volume 1 - Volume 1
Adaptive Auction Mechanism Design and the Incorporation of Prior Knowledge
INFORMS Journal on Computing
Genetic representation and evolvability of modular neural controllers
IEEE Computational Intelligence Magazine
Evolving Static Representations for Task Transfer
The Journal of Machine Learning Research
A NEAT Way for Evolving Echo State Networks
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
CI in general game playing: to date achievements and perspectives
ICAISC'10 Proceedings of the 10th international conference on Artifical intelligence and soft computing: Part II
PRICAI'10 Proceedings of the 11th Pacific Rim international conference on Trends in artificial intelligence
Indirectly encoding neural plasticity as a pattern of local rules
SAB'10 Proceedings of the 11th international conference on Simulation of adaptive behavior: from animals to animats
Indirect encoding of neural networks for scalable go
PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part I
Evolution of analog circuit models of ion channels
ICES'10 Proceedings of the 9th international conference on Evolvable systems: from biology to hardware
HyperNEAT for locomotion control in modular robots
ICES'10 Proceedings of the 9th international conference on Evolvable systems: from biology to hardware
Evolving a single scalable controller for an octopus arm with a variable number of segments
PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part II
Evolutionary synthesis of collective behavior
CollSec'10 Proceedings of the 2010 international conference on Collaborative methods for security and privacy
Evolving plastic neural networks with novelty search
Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems
An evolutionary neural network approach to intrinsic plagiarism detection
AICS'09 Proceedings of the 20th Irish conference on Artificial intelligence and cognitive science
Pareto-based evolutionary computational approach for wireless sensor placement
Engineering Applications of Artificial Intelligence
Supplanting neural networks with ODEs in evolutionary robotics
SEAL'10 Proceedings of the 8th international conference on Simulated evolution and learning
NERD neurodynamics and evolutionary robotics development kit
SIMPAR'10 Proceedings of the Second international conference on Simulation, modeling, and programming for autonomous robots
Multi-agent role allocation: issues, approaches, and multiple perspectives
Autonomous Agents and Multi-Agent Systems
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - Evolutionary neural networks for practical applications
Social learning for collaboration through ASiCo based neuroevolution
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - Evolutionary neural networks for practical applications
Adaptive navigation for autonomous robots
Robotics and Autonomous Systems
ICONIP'06 Proceedings of the 13th international conference on Neural information processing - Volume Part III
Abandoning objectives: Evolution through the search for novelty alone
Evolutionary Computation
Evolving a diversity of virtual creatures through novelty search and local competition
Proceedings of the 13th annual conference on Genetic and evolutionary computation
How to promote generalisation in evolutionary robotics: the ProGAb approach
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Human-assisted neuroevolution through shaping, advice and examples
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Evolving neural networks for geometric game-tree pruning
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Interactively evolving harmonies through functional scaffolding
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Interactive evolution for the procedural generation of tracks in a high-end racing game
Proceedings of the 13th annual conference on Genetic and evolutionary computation
On the deleterious effects of a priori objectives on evolution and representation
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Critical factors in the performance of novelty search
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Evolving spiking networks with variable memristors
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Evolving complete robots with CPPN-NEAT: the utility of recurrent connections
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Constraining connectivity to encourage modularity in HyperNEAT
Proceedings of the 13th annual conference on Genetic and evolutionary computation
On the relationships between synaptic plasticity and generative systems
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Enhancing es-hyperneat to evolve more complex regular neural networks
Proceedings of the 13th annual conference on Genetic and evolutionary computation
DXNN: evolving complex organisms in complex environments using a novel tweann system
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Parametric optimization of artificial neural networks for signal approximation applications
Proceedings of the 49th Annual Southeast Regional Conference
HybrID: a hybridization of indirect and direct encodings for evolutionary computation
ECAL'09 Proceedings of the 10th European conference on Advances in artificial life: Darwin meets von Neumann - Volume Part II
Evolving spiking networks with variable memristors
ACM SIGEVOlution
Sequential constant size compressors for reinforcement learning
AGI'11 Proceedings of the 4th international conference on Artificial general intelligence
Genetic algorithm based structure identification for feedback control of nonlinear MIMO systems
ICAIS'11 Proceedings of the Second international conference on Adaptive and intelligent systems
Picbreeder: A case study in collaborative evolutionary exploration of design space
Evolutionary Computation
Evolution of cartesian genetic programs for development of learning neural architecture
Evolutionary Computation
Neuroevolution with analog genetic encoding
PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature
A transactional memory with automatic performance tuning
ACM Transactions on Architecture and Code Optimization (TACO) - HIPEAC Papers
Efficient non-linear control through neuroevolution
ECML'06 Proceedings of the 17th European conference on Machine Learning
Analysing the evolvability of neural network agents through structural mutations
ECAL'05 Proceedings of the 8th European conference on Advances in Artificial Life
A robust automatic phase-adjustment method for financial forecasting
Knowledge-Based Systems
Neuroevolution with manifold learning for playing Mario
International Journal of Bio-Inspired Computation
Automatically composing and parameterizing skills by evolving Finite State Automata
Robotics and Autonomous Systems
Encouraging behavioral diversity in evolutionary robotics: An empirical study
Evolutionary Computation
Learning to dance through interactive evolution
EvoCOMNET'10 Proceedings of the 2010 international conference on Applications of Evolutionary Computation - Volume Part II
Evolving feed-forward neural networks through evolutionary mutation parameters
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
Real-Time neuroevolution to imitate a game player
Edutainment'06 Proceedings of the First international conference on Technologies for E-Learning and Digital Entertainment
A system for evolving neural architectures
Proceedings of the 50th Annual Southeast Regional Conference
ADMI'11 Proceedings of the 7th international conference on Agents and Data Mining Interaction
Towards player-driven procedural content generation
Proceedings of the 9th conference on Computing Frontiers
Automatic task decomposition for the neuroevolution of augmenting topologies (NEAT) algorithm
EvoBIO'12 Proceedings of the 10th European conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
Impact of neuron models and network structure on evolving modular robot neural network controllers
Proceedings of the 14th annual conference on Genetic and evolutionary computation
Hierarchical task decomposition through symbiosis in reinforcement learning
Proceedings of the 14th annual conference on Genetic and evolutionary computation
Proceedings of the 14th annual conference on Genetic and evolutionary computation
HyperNEAT-GGP: a hyperNEAT-based atari general game player
Proceedings of the 14th annual conference on Genetic and evolutionary computation
On the relationship between environmental and morphological complexity in evolved robots
Proceedings of the 14th annual conference on Genetic and evolutionary computation
CMA-TWEANN: efficient optimization of neural networks via self-adaptation and seamless augmentation
Proceedings of the 14th annual conference on Genetic and evolutionary computation
Accelerating evolution via egalitarian social learning
Proceedings of the 14th annual conference on Genetic and evolutionary computation
Breast cancer detection using cartesian genetic programming evolved artificial neural networks
Proceedings of the 14th annual conference on Genetic and evolutionary computation
The SEEDS platform for evolutionary and ecological simulations
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
Generative and developmental systems
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
Transferring evolved reservoir features in reinforcement learning tasks
EWRL'11 Proceedings of the 9th European conference on Recent Advances in Reinforcement Learning
A study on scalable representations for evolutionary optimization of ground structures
Evolutionary Computation
Multiagent learning through neuroevolution
WCCI'12 Proceedings of the 2012 World Congress conference on Advances in Computational Intelligence
Introducing novelty search in evolutionary swarm robotics
ANTS'12 Proceedings of the 8th international conference on Swarm Intelligence
Multirobot behavior synchronization through direct neural network communication
ICIRA'12 Proceedings of the 5th international conference on Intelligent Robotics and Applications - Volume Part II
Adaptive reservoir computing through evolution and learning
Neurocomputing
Compressed network complexity search
PPSN'12 Proceedings of the 12th international conference on Parallel Problem Solving from Nature - Volume Part I
Evolving flexible beta operator neural trees (FBONT) for time series forecasting
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part III
Evolution of multisensory integration in large neural fields
EA'11 Proceedings of the 10th international conference on Artificial Evolution
Interactive random graph generation with evolutionary algorithms
GD'12 Proceedings of the 20th international conference on Graph Drawing
Sentient world: human-based procedural cartography
EvoMUSART'13 Proceedings of the Second international conference on Evolutionary and Biologically Inspired Music, Sound, Art and Design
EvoApplications'13 Proceedings of the 16th European conference on Applications of Evolutionary Computation
Effective diversity maintenance in deceptive domains
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Confronting the challenge of learning a flexible neural controller for a diversity of morphologies
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Generic behaviour similarity measures for evolutionary swarm robotics
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Evolution of station keeping as a response to flows in an aquatic robot
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Ribosomal robots: evolved designs inspired by protein folding
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Evolving multimodal controllers with HyperNEAT
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Critical factors in the performance of hyperNEAT
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Single-unit pattern generators for quadruped locomotion
Proceedings of the 15th annual conference on Genetic and evolutionary computation
On learning to generate wind farm layouts
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Neuroannealing: martingale optimization for neural networks
Proceedings of the 15th annual conference on Genetic and evolutionary computation
A hox gene inspired generative approach to evolving robot morphology
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Neuroevolution results in emergence of short-term memory in multi-goal environment
Proceedings of the 15th annual conference on Genetic and evolutionary computation
A multi-objective approach to evolving platooning strategies in intelligent transportation systems
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Cluster energy optimizing genetic algorithm
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Generative and developmental systems
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
Evolutionary computation for supervised learning
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
From size perception to counting: an evolutionary computation point of view
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
The evolution of representation in simple cognitive networks
Neural Computation
Architecture of a cyberphysical avatar
Proceedings of the ACM/IEEE 4th International Conference on Cyber-Physical Systems
Graph grammars for evolutionary 3D design
Genetic Programming and Evolvable Machines
Toward nonlinear local reinforcement learning rules through neuroevolution
Neural Computation
Encouraging reactivity to create robust machines
Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems
Application of the "Alliance algorithm" to energy constrained gait optimization
Robot Soccer World Cup XV
Artificial Intelligence in Medicine
Preliminary results for neuroevolutionary optimization phase order generation for static compilation
Proceedings of the 11th Workshop on Optimizations for DSP and Embedded Systems
Robust Neuroevolutionary Identification of Nonlinear Nonstationary Objects
Cybernetics and Systems Analysis
Evolving spiking networks with variable resistive memories
Evolutionary Computation
Contrasting meta-learning and hyper-heuristic research: the role of evolutionary algorithms
Genetic Programming and Evolvable Machines
Natural Computing: an international journal
Solving the pole balancing problem by means of assembler encoding
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Mimicking human neuronal pathways in silico: an emergent model on the effective connectivity
Journal of Computational Neuroscience
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An important question in neuroevolution is how to gain an advantage from evolving neural network topologies along with weights. We present a method, NeuroEvolution of Augmenting Topologies (NEAT), which outperforms the best fixed-topology method on a challenging benchmark reinforcement learning task. We claim that the increased efficiency is due to (1) employing a principled method of crossover of different topologies, (2) protecting structural innovation using speciation, and (3) incrementally growing from minimal structure. We test this claim through a series of ablation studies that demonstrate that each component is necessary to the system as a whole and to each other. What results is significantly faster learning. NEAT is also an important contribution to GAs because it shows how it is possible for evolution to both optimize and complexify solutions simultaneously, offering the possibility of evolving increasingly complex solutions over generations, and strengthening the analogy with biological evolution.