Dyna, an integrated architecture for learning, planning, and reacting
ACM SIGART Bulletin
The time dimension of neural network models
ACM SIGART Bulletin
Using expectation-maximization for reinforcement learning
Neural Computation
Tree based discretization for continuous state space reinforcement learning
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
Module-Based Reinforcement Learning: Experiments with a Real Robot
Machine Learning - Special issue on learning in autonomous robots
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
Module-Based Reinforcement Learning: Experiments with a Real Robot
Autonomous Robots
Population-Based Learning: A Method for Learning from Examples Under Resource Constraints
IEEE Transactions on Knowledge and Data Engineering
Genetics-Based Learning of New Heuristics: Rational Scheduling of Experiments and Generalization
IEEE Transactions on Knowledge and Data Engineering
Generalization and Generalizability Measures
IEEE Transactions on Knowledge and Data Engineering
Module Based Reinforcement Learning: An Application to a Real Robot
EWLR-6 Proceedings of the 6th European Workshop on Learning Robots
Reinforcement Learning for Control of Traffic and Access Points in Intelligent Wireless ATM Networks
Proceedings of the International Conference, 7th Fuzzy Days on Computational Intelligence, Theory and Applications
Open Theoretical Questions in Reinforcement Learning
EuroCOLT '99 Proceedings of the 4th European Conference on Computational Learning Theory
Combining Exploitation-Based and Exploration-Based Approach in Reinforcement Learning
IDEAL '00 Proceedings of the Second International Conference on Intelligent Data Engineering and Automated Learning, Data Mining, Financial Engineering, and Intelligent Agents
Applications of the self-organising map to reinforcement learning
Neural Networks - New developments in self-organizing maps
Reinforcement learning based on local state feature learning and policy adjustment
Information Sciences—Informatics and Computer Science: An International Journal - Special issue: Introduction to multimedia and mobile agents
Least-squares policy iteration
The Journal of Machine Learning Research
Reinforcement Learning with Factored States and Actions
The Journal of Machine Learning Research
Selected AI-related dissertations
ACM SIGART Bulletin
Learning, anticipation and time-deception in evolutionary online dynamic optimization
GECCO '05 Proceedings of the 7th annual workshop on Genetic and evolutionary computation
Hybrid least-squares methods for reinforcement learning
IEA/AIE'2003 Proceedings of the 16th international conference on Developments in applied artificial intelligence
Representation and timing in theories of the dopamine system
Neural Computation
Neural Processing Letters
Performance Loss Bounds for Approximate Value Iteration with State Aggregation
Mathematics of Operations Research
A framework for meta-level control in multi-agent systems
Autonomous Agents and Multi-Agent Systems
Learning polite behavior with situation models
Proceedings of the 3rd ACM/IEEE international conference on Human robot interaction
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
A General Fuzzified CMAC Controller with Eligibility
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks, Part II
Experimental analysis of eligibility traces strategies in temporal difference learning
International Journal of Knowledge Engineering and Soft Data Paradigms
Reinforcement learning for games: failures and successes
Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers
Reinforcement learning: a survey
Journal of Artificial Intelligence Research
Journal of Artificial Intelligence Research
Alternatives for classifier system credit assignment
IJCAI'89 Proceedings of the 11th international joint conference on Artificial intelligence - Volume 1
Solving non-Markovian control tasks with neuroevolution
IJCAI'99 Proceedings of the 16th international joint conference on Artificial intelligence - Volume 2
Direct code access in self-organizing neural networks for reinforcement learning
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Natural actor-critic algorithms
Automatica (Journal of IFAC)
Learning to act using real-time dynamic programming
Artificial Intelligence
Improving Recurrent CSVM Performance for Robot Navigation on Discrete Labyrinths
CIARP '09 Proceedings of the 14th Iberoamerican Conference on Pattern Recognition: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Motion control of a nonlinear spring by reinforcement learning
Control and Intelligent Systems
Fuzzy decision tree function approximation in reinforcement learning
International Journal of Artificial Intelligence and Soft Computing
Learning to coordinate behaviors
AAAI'90 Proceedings of the eighth National conference on Artificial intelligence - Volume 2
Programming robots using reinforcement learning and teaching
AAAI'91 Proceedings of the ninth National conference on Artificial intelligence - Volume 2
Theoretical considerations of potential-based reward shaping for multi-agent systems
The 10th International Conference on Autonomous Agents and Multiagent Systems - Volume 1
A framework for Resource-Aware Data Accumulation in sparse wireless sensor networks
Computer Communications
The optimal reward baseline for gradient-based reinforcement learning
UAI'01 Proceedings of the Seventeenth conference on Uncertainty in artificial intelligence
A fuzzy CMAC controller with eligibility
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part III
Reinforcement learning approach to goal-regulation in a self-evolutionary manufacturing system
Expert Systems with Applications: An International Journal
Opportunistic motivated learning agents
ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part II
Multiple levels of spatial organization: World Graphs and spatial difference learning
Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems
Dynamic potential-based reward shaping
Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems - Volume 1
Faster program adaptation through reward attribution inference
Proceedings of the 11th International Conference on Generative Programming and Component Engineering
Reinforcement learning with n-tuples on the game connect-4
PPSN'12 Proceedings of the 12th international conference on Parallel Problem Solving from Nature - Volume Part I
Reinforcement Learning with Reward Shaping and Mixed Resolution Function Approximation
International Journal of Agent Technologies and Systems
Efficient sample reuse in policy gradients with parameter-based exploration
Neural Computation
Strategic cognitive sequencing: a computational cognitive neuroscience approach
Computational Intelligence and Neuroscience - Special issue on Neurocognitive Models of Sense Making
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