Efficient reinforcement learning through symbiotic evolution

Learning cooperative lane selection strategies for highways

AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence

Cooperative-Competitive Algorithms for Evolutionary Networks Classifying Noisy Digital Images

Neural Processing Letters

On Evolving Social Systems: Communication, Speciation and Symbiogenesis

Computational & Mathematical Organization Theory

Evolving neural networks through augmenting topologies

Evolutionary Computation

Multi-objective cooperative coevolution of artificial neural networks (multi-objective cooperative networks)

Neural Networks

Modelling Learners of a Control Task with Inductive Logic Programming: A Case Study

MICAI '02 Proceedings of the Second Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence

A Taxonomy for artificial embryogeny

Artificial Life

Evolving Soccer Keepaway Players Through Task Decomposition

Machine Learning

Co-evolving recurrent neurons learn deep memory POMDPs

GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation

Modeling systems with internal state using evolino

GECCO '05 Proceedings of the 7th 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

An alternative approach for neural network evolution with a genetic algorithm: Crossover by combinatorial optimization

Neural Networks

Designing a hierarchical fuzzy logic controller using the differential evolution approach

Applied Soft Computing

Comparing evolutionary hybrid systems for design and optimization of multilayer perceptron structure along training parameters

Information Sciences: an International Journal

Training Recurrent Networks by Evolino

Neural Computation

Empirical Studies in Action Selection with Reinforcement Learning

Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems

Forming neural networks through efficient and adaptive coevolution

Evolutionary Computation

Restricted gradient-descent algorithm for value-function approximation in reinforcement learning

Artificial Intelligence

A symbiotic genetic algorithm with local-and-global mapping search for reinforcement fuzzy control

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

Supervised and Reinforcement Evolutionary Learning for Wavelet-based Neuro-fuzzy Networks

Journal of Intelligent and Robotic Systems

Designing multi-rover emergent specialization

Proceedings of the 10th annual conference on Genetic and evolutionary computation

Accelerating neuroevolutionary methods using a Kalman filter

Proceedings of the 10th annual conference on Genetic and evolutionary computation

An efficient immune-based symbiotic particle swarm optimization learning algorithm for TSK-type neuro-fuzzy networks design

Fuzzy Sets and Systems

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

Reinforcement group cooperation-based symbiotic evolution for recurrent wavelet-based neuro-fuzzy systems

Neurocomputing

2009 Special Issue: Evolving neural networks for strategic decision-making problems

Neural Networks

Stochastic search using the natural gradient

ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning

Reinforcement learning for games: failures and successes

Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers

Driven by Compression Progress: A Simple Principle Explains Essential Aspects of Subjective Beauty, Novelty, Surprise, Interestingness, Attention, Curiosity, Creativity, Art, Science, Music, Jokes

Anticipatory Behavior in Adaptive Learning Systems

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

Solving non-Markovian control tasks with neuroevolution

IJCAI'99 Proceedings of the 16th international joint conference on Artificial intelligence - Volume 2

Evolino: hybrid neuroevolution / optimal linear search for sequence learning

IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence

Neuroevolution strategies for episodic reinforcement learning

Journal of Algorithms

Using an efficient immune symbiotic evolution learning for compensatory neuro-fuzzy controller

IEEE Transactions on Fuzzy Systems

Mutual information neuro-evolutionary system (MINES)

CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation

Evolving simple feed-forward and recurrent ANNs for signal classification: a comparison

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks

Applying neural fields to the stability problem of an inverted pendulum as a simple biped walking model

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks

A new symbiotic evolution-based fuzzy-neural approach to fault diagnosis of marine propulsion systems

Engineering Applications of Artificial Intelligence

A self-adaptive neural fuzzy network with group-based symbiotic evolution and its prediction applications

Fuzzy Sets and Systems

Multi groups cooperation based symbiotic evolution for TSK-type neuro-fuzzy systems design

Expert Systems with Applications: An International Journal

Efficient reinforcement hybrid evolutionary learning for recurrent wavelet-based neuro-fuzzy systems

IEA/AIE'07 Proceedings of the 20th international conference on Industrial, engineering, and other applications of applied intelligent systems

Neuro-evolution methods for designing emergent specialization

ECAL'07 Proceedings of the 9th European conference on Advances in artificial life

Discovering several robot behaviors through speciation

Evo'08 Proceedings of the 2008 conference on Applications of evolutionary computing

Critical factors in the empirical performance of temporal difference and evolutionary methods for reinforcement learning

Autonomous Agents and Multi-Agent Systems

ARO: A new model-free optimization algorithm inspired from asexual reproduction

Applied Soft Computing

Generation and simplification of Artificial Neural Networks by means of Genetic Programming

Neurocomputing

On the characteristics of sequential decision problems and their impact on evolutionary computation and reinforcement learning

EA'09 Proceedings of the 9th international conference on Artificial evolution

Genetic regulatory network-based symbiotic evolution

Expert Systems with Applications: An International Journal

ARO: A new model free optimization algorithm for real time applications inspired by the asexual reproduction

Expert Systems with Applications: An International Journal

A cooperative coevolutionary algorithm for the composite SaaS placement problem in the cloud

ICONIP'10 Proceedings of the 17th international conference on Neural information processing: theory and algorithms - Volume Part I

Reinforcement evolutionary learning using data mining algorithm with TSK-type fuzzy controllers

Applied Soft Computing

Sequential constant size compressors for reinforcement learning

AGI'11 Proceedings of the 4th international conference on Artificial general intelligence

Nonlinear system control using self-evolving neural fuzzy inference networks with reinforcement evolutionary learning

Applied Soft Computing

A Rule-Based Symbiotic MOdified Differential Evolution for Self-Organizing Neuro-Fuzzy Systems

Applied Soft Computing

Multi-population cooperative particle swarm optimization

ECAL'05 Proceedings of the 8th European conference on Advances in Artificial Life

Construction of fuzzy models for dynamic systems using multi-population cooperative particle swarm optimizer

FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part I

A new immunotronic approach to hardware fault detection using symbiotic evolution

IWINAC'05 Proceedings of the First international work-conference on the Interplay Between Natural and Artificial Computation conference on Artificial Intelligence and Knowledge Engineering Applications: a bioinspired approach - Volume Part II

A self-organization mining based hybrid evolution learning for TSK-type fuzzy model design

Applied Intelligence

A hybrid evolutionary learning algorithm for TSK-type fuzzy model design

Mathematical and Computer Modelling: An International Journal

A hybrid evolving and gradient strategy for approximating policy evaluation on online critic-actor learning

ISNN'12 Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part I

Cartesian genetic programming encoded artificial neural networks: a comparison using three benchmarks

Proceedings of the 15th annual conference on Genetic and evolutionary computation

Many hands make light work: Further studies in group evolution

Artificial Life

Self-organization hybrid evolution learning algorithm for recurrent wavelet-based neuro-fuzzy identifier design

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - Recent Advances in Soft Computing: Theories and Applications