Kernel-Based Reinforcement Learning
Machine Learning
From Perturbation Analysis to Markov Decision Processes and Reinforcement Learning
Discrete Event Dynamic Systems
Learning to fly by combining reinforcement learning with behavioural cloning
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Integrating Guidance into Relational Reinforcement Learning
Machine Learning
An Architecture for Behavior-Based Reinforcement Learning
Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems
Exploration and apprenticeship learning in reinforcement learning
ICML '05 Proceedings of the 22nd international conference on Machine learning
Heuristic anytime approaches to stochastic decision processes
Journal of Heuristics
On-line evolutionary computation for reinforcement learning in stochastic domains
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Evolutionary Function Approximation for Reinforcement Learning
The Journal of Machine Learning Research
Empirical Studies in Action Selection with Reinforcement Learning
Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems
Introduction and control of subgoals in reinforcement learning
AIAP'07 Proceedings of the 25th conference on Proceedings of the 25th IASTED International Multi-Conference: artificial intelligence and applications
Restricted gradient-descent algorithm for value-function approximation in reinforcement learning
Artificial Intelligence
Development of control algorithms for a self-learning mobile robot
ACS'07 Proceedings of the 7th Conference on 7th WSEAS International Conference on Applied Computer Science - Volume 7
Knowledge propagation in a distributed omnidirectional vision system
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - Marco Somalvico Memorial Issue
Fuzzy Q-Map Algorithm for Reinforcement Learning
Computational Intelligence and Security
Simulation of sequential data: An enhanced reinforcement learning approach
Expert Systems with Applications: An International Journal
Reinforcement Learning: A Tutorial Survey and Recent Advances
INFORMS Journal on Computing
Reinforcement learning of pedagogical policies in adaptive and intelligent educational systems
Knowledge-Based Systems
Anticipatory Driving for a Robot-Car Based on Supervised Learning
Anticipatory Behavior in Adaptive Learning Systems
An instance-based state representation for network repair
AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
Probabilistic reasoning for plan robustness
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Learning and adaptation of a policy for dynamic order acceptance in make-to-order manufacturing
Computers and Industrial Engineering
Relational reinforcement learning for agents in worlds with objects
Adaptive agents and multi-agent systems
Autonomous Agents and Multi-Agent Systems
Reinforcement based mobile robot navigation in dynamic environment
Robotics and Computer-Integrated Manufacturing
A Human-Robot Collaborative Reinforcement Learning Algorithm
Journal of Intelligent and Robotic Systems
Planning under continuous time and resource uncertainty: a challenge for AI
UAI'02 Proceedings of the Eighteenth conference on Uncertainty in artificial intelligence
CBR for state value function approximation in reinforcement learning
ICCBR'05 Proceedings of the 6th international conference on Case-Based Reasoning Research and Development
Automatica (Journal of IFAC)
Reinforcement learning with a bilinear q function
EWRL'11 Proceedings of the 9th European conference on Recent Advances in Reinforcement Learning
Reinforcement learning from simultaneous human and MDP reward
Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems - Volume 1
Mobile robot navigation: neural Q-learning
International Journal of Computer Applications in Technology
Policy iteration based on a learned transition model
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part II
Two-step gradient-based reinforcement learning for underwater robotics behavior learning
Robotics and Autonomous Systems
Safe exploration of state and action spaces in reinforcement learning
Journal of Artificial Intelligence Research
From model-based control to data-driven control: Survey, classification and perspective
Information Sciences: an International Journal
Embodied imitation-enhanced reinforcement learning in multi-agent systems
Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems
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