Machine Learning
Analytical Mean Squared Error Curves for Temporal DifferenceLearning
Machine Learning
On verifying game designs and playing strategies using reinforcement learning
Proceedings of the 2001 ACM symposium on Applied computing
Reinforcement learning for fuzzy agents: application to a pighouse environment control
New learning paradigms in soft computing
Reinforcement Learning Soccer Teams with Incomplete World Models
Autonomous Robots
Near-Optimal Reinforcement Learning in Polynomial Time
Machine Learning
Machine Learning
Reinforcement Learning in Situated Agents: Theoretical and Practical Solutions
EWLR-8 Proceedings of the 8th European Workshop on Learning Robots: Advances in Robot Learning
An Introduction to Learning Fuzzy Classifier Systems
Learning Classifier Systems, From Foundations to Applications
Fuzzy and Crisp Representations of Real-Valued Input for Learning Classifier Systems
Learning Classifier Systems, From Foundations to Applications
Path-Tracking Control of Non-holonomic Car-Like Robot with Reinforcement Learning
RoboCup-99: Robot Soccer World Cup III
Open Theoretical Questions in Reinforcement Learning
EuroCOLT '99 Proceedings of the 4th European Conference on Computational Learning Theory
On the convergence of optimistic policy iteration
The Journal of Machine Learning Research
Combining importance sampling and temporal difference control variates to simulate Markov Chains
ACM Transactions on Modeling and Computer Simulation (TOMACS)
Interpolation-based Q-learning
ICML '04 Proceedings of the twenty-first international conference on Machine learning
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Learning predictive state representations in dynamical systems without reset
ICML '05 Proceedings of the 22nd international conference on Machine learning
A Unified Analysis of Value-Function-Based Reinforcement Learning Algorithms
Neural Computation
Comparing evolutionary and temporal difference methods in a reinforcement learning domain
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Asymptotic Variance Of Passage Time Estimators In Markov Chains
Probability in the Engineering and Informational Sciences
Cross-domain transfer for reinforcement learning
Proceedings of the 24th international conference on Machine learning
Empirical Studies in Action Selection with Reinforcement Learning
Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems
Application of SONQL for real-time learning of robot behaviors
Robotics and Autonomous Systems
Towards reinforcement learning representation transfer
Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems
IFSA: incremental feature-set augmentation for reinforcement learning tasks
Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems
Restricted gradient-descent algorithm for value-function approximation in reinforcement learning
Artificial Intelligence
Knowledge propagation in a distributed omnidirectional vision system
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - Marco Somalvico Memorial Issue
Real-time dynamic fuzzy Q-learning and control of mobile robots
ICECS'03 Proceedings of the 2nd WSEAS International Conference on Electronics, Control and Signal Processing
Autonomous transfer for reinforcement learning
Proceedings of the 7th international joint conference on Autonomous agents and multiagent systems - Volume 1
Task Learning Based on Reinforcement Learning in Virtual Environment
Neural Information Processing
Fitted Natural Actor-Critic: A New Algorithm for Continuous State-Action MDPs
ECML PKDD '08 Proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases - Part II
Transferring Instances for Model-Based Reinforcement Learning
ECML PKDD '08 Proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases - Part II
Robustness Analysis of SARSA(λ): Different Models of Reward and Initialisation
AIMSA '08 Proceedings of the 13th international conference on Artificial Intelligence: Methodology, Systems, and Applications
Co-evolution of Shaping Rewards and Meta-Parameters in Reinforcement Learning
Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems
Experimental analysis of eligibility traces strategies in temporal difference learning
International Journal of Knowledge Engineering and Soft Data Paradigms
Learning and planning in environments with delayed feedback
Autonomous Agents and Multi-Agent Systems
Co-evolution of Rewards and Meta-parameters in Embodied Evolution
Creating Brain-Like Intelligence
Reinforcement Learning: A Tutorial Survey and Recent Advances
INFORMS Journal on Computing
Performance Evaluation of Direct Heuristic Dynamic Programming using Control-Theoretic Measures
Journal of Intelligent and Robotic Systems
The kNN-TD Reinforcement Learning Algorithm
IWINAC '09 Proceedings of the 3rd International Work-Conference on The Interplay Between Natural and Artificial Computation: Part I: Methods and Models in Artificial and Natural Computation. A Homage to Professor Mira's Scientific Legacy
Dynamic scheduling of maintenance tasks in the petroleum industry: A reinforcement approach
Engineering Applications of Artificial Intelligence
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
Representation transfer via elaboration
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
Accelerating reinforcement learning by composing solutions of automatically identified subtasks
Journal of Artificial Intelligence Research
Reinforcement learning: a survey
Journal of Artificial Intelligence Research
AntNet: distributed stigmergetic control for communications networks
Journal of Artificial Intelligence Research
Multiple-goal reinforcement learning with modular Sarsa(O)
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
From Q(λ) to average Q-learning: efficient implementation of an asymptotic approximation
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
A reward field model generation in Q-learning by dynamic programming
Proceedings of the 2nd International Conference on Interaction Sciences: Information Technology, Culture and Human
Which landmark is useful?: learning selection policies for navigation in unknown environments
ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
Using continuous action spaces to solve discrete problems
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Implementation of fuzzy Q-learning based on modular fuzzy model and parallel structured learning
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Transfer Learning for Reinforcement Learning Domains: A Survey
The Journal of Machine Learning Research
Model-based least-squares policy evaluation
AI'03 Proceedings of the 16th Canadian society for computational studies of intelligence conference on Advances in artificial intelligence
Experience-based reinforcement learning to acquire effective behavior in a multi-agent domain
PRICAI'00 Proceedings of the 6th Pacific Rim international conference on Artificial intelligence
Reinforcement learning of competitive skills with soccer agents
KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part I
Reinforcement learning of competitive and cooperative skills in soccer agents
Applied Soft Computing
Self-learning fuzzy logic controllers for pursuit-evasion differential games
Robotics and Autonomous Systems
ICONIP'10 Proceedings of the 17th international conference on Neural information processing: theory and algorithms - Volume Part I
Darwinian embodied evolution of the learning ability for survival
Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems
Integrating reinforcement learning with human demonstrations of varying ability
The 10th International Conference on Autonomous Agents and Multiagent Systems - Volume 2
Metric learning for reinforcement learning agents
The 10th International Conference on Autonomous Agents and Multiagent Systems - Volume 2
Reinforcement learning through global stochastic search in N-MDPs
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part II
Reinforcement learning-based tuning algorithm applied to fuzzy identification
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
Teamwork formation for keepaway in robotics soccer (reinforcement learning approach)
PRIMA'06 Proceedings of the 9th Pacific Rim international conference on Agent Computing and Multi-Agent Systems
Optimal tuning of continual online exploration in reinforcement learning
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part I
Error bounds in reinforcement learning policy evaluation
AI'05 Proceedings of the 18th Canadian Society conference on Advances in Artificial Intelligence
Enhanced temporal difference learning using compiled eligibility traces
AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
Multiple levels of spatial organization: World Graphs and spatial difference learning
Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems
Value function approximation through sparse bayesian modeling
EWRL'11 Proceedings of the 9th European conference on Recent Advances in Reinforcement Learning
Transferring evolved reservoir features in reinforcement learning tasks
EWRL'11 Proceedings of the 9th European conference on Recent Advances in Reinforcement Learning
Transfer learning via multiple inter-task mappings
EWRL'11 Proceedings of the 9th European conference on Recent Advances in Reinforcement Learning
Towards student/teacher learning in sequential decision tasks
Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems - Volume 3
Adaptive reservoir computing through evolution and learning
Neurocomputing
Gradient algorithms for exploration/exploitation trade-offs: global and local variants
ANNPR'12 Proceedings of the 5th INNS IAPR TC 3 GIRPR conference on Artificial Neural Networks in Pattern Recognition
Reinforcement Learning with Reward Shaping and Mixed Resolution Function Approximation
International Journal of Agent Technologies and Systems
A survey of point-based POMDP solvers
Autonomous Agents and Multi-Agent Systems
Transferring task models in Reinforcement Learning agents
Neurocomputing
Teaching on a budget: agents advising agents in reinforcement learning
Proceedings of the 2013 international conference on Autonomous agents and multi-agent systems
Toward nonlinear local reinforcement learning rules through neuroevolution
Neural Computation
Wireless Personal Communications: An International Journal
Learning potential functions and their representations for multi-task reinforcement learning
Autonomous Agents and Multi-Agent Systems
Adaptive function approximation in reinforcement learning with an interpolating growing neural gas
International Journal of Hybrid Intelligent Systems
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