Locally Weighted Learning for Control
Artificial Intelligence Review - Special issue on lazy learning
Interface agents for interacting with virtual environments
Conference Companion on Human Factors in Computing Systems
Machine Learning - Special issue on inductive transfer
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
Machine Learning - Special issue on learning in autonomous robots
Learning Coordination Strategies for Cooperative Multiagent Systems
Machine Learning
Machine Learning
Agent-oriented software engineering: the state of the art
First international workshop, AOSE 2000 on Agent-oriented software engineering
Ant colony optimization and stochastic gradient descent
Artificial Life
Cooperative Mobile Robotics: Antecedents and Directions
Autonomous Robots
Reinforcement Learning Soccer Teams with Incomplete World Models
Autonomous Robots
Acquiring Mobile Robot Behaviors by Learning Trajectory Velocities
Autonomous Robots
Variable Resolution Discretization in Optimal Control
Machine Learning
Control of exploitation-exploration meta-parameter in reinforcement learning
Neural Networks - Computational models of neuromodulation
Exploration Strategies for Model-based Learning in Multi-agent Systems: Exploration Strategies
Autonomous Agents and Multi-Agent Systems
Robot Learning Using Gate-Level Evolvable Hardware
EWLR-6 Proceedings of the 6th European Workshop on Learning Robots
Biasing Exploration in an Anticipatory Learning Classifier System
IWLCS '01 Revised Papers from the 4th International Workshop on Advances in Learning Classifier Systems
Sequential Decision Making Based on Direct Search
Sequence Learning - Paradigms, Algorithms, and Applications
Imitation and Reinforcement Learning in Agents with Heterogeneous Actions
AI '01 Proceedings of the 14th Biennial Conference of the Canadian Society on Computational Studies of Intelligence: Advances in Artificial Intelligence
Evolving integrated controllers for autonomous learning robots using dynamic neural networks
ICSAB Proceedings of the seventh international conference on simulation of adaptive behavior on From animals to animats
Reinforcement learning for POMDPs based on action values and stochastic optimization
Eighteenth national conference on Artificial intelligence
Learning evaluation functions to improve optimization by local search
The Journal of Machine Learning Research
R-max - a general polynomial time algorithm for near-optimal reinforcement learning
The Journal of Machine Learning Research
Mobile Robot Learning by Self-Observation
Autonomous Robots
A Trading Agent and Simulator for Keyword Auctions
AAMAS '04 Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems - Volume 1
Planning, learning and coordination in multiagent decision processes
TARK '96 Proceedings of the 6th conference on Theoretical aspects of rationality and knowledge
UAI '04 Proceedings of the 20th conference on Uncertainty in artificial intelligence
Heuristic search value iteration for POMDPs
UAI '04 Proceedings of the 20th conference on Uncertainty in artificial intelligence
A Model of Adaptation in Collaborative Multi-Agent Systems
Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems
Learning Users' Interests by Quality Classification in Market-Based Recommender Systems
IEEE Transactions on Knowledge and Data Engineering
Reinforcement learning with Gaussian processes
ICML '05 Proceedings of the 22nd international conference on Machine learning
A theoretical analysis of Model-Based Interval Estimation
ICML '05 Proceedings of the 22nd international conference on Machine learning
An analytic solution to discrete Bayesian reinforcement learning
ICML '06 Proceedings of the 23rd international conference on Machine learning
On-line evolutionary computation for reinforcement learning in stochastic domains
Proceedings of the 8th annual conference on Genetic and evolutionary computation
The Two Facets of the Exploration-Exploitation Dilemma
IAT '06 Proceedings of the IEEE/WIC/ACM international conference on Intelligent Agent Technology
DEA: An Architecture for Goal Planning and Classification
Neural Computation
Learning to communicate in a decentralized environment
Autonomous Agents and Multi-Agent Systems
Empirical Studies in Action Selection with Reinforcement Learning
Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems
Data Mining and Knowledge Discovery
Fast-Maneuvering Target Seeking Based on Double-Action Q-Learning
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
Application of Multi-agents in Control of Hydrogen Powered Car to Optimize Fuel Consumption
ICCS '08 Proceedings of the 8th international conference on Computational Science, Part III
An analysis of model-based Interval Estimation for Markov Decision Processes
Journal of Computer and System Sciences
Taking care of cooperation when evolving socially embedded systems: The PloneMeeting case
CHASE '09 Proceedings of the 2009 ICSE Workshop on Cooperative and Human Aspects on Software Engineering
An asymptotically optimal algorithm for the max k-armed bandit problem
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Socially embedded learning of the office-conversant mobile robot Jijo-2
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
Accelerating reinforcement learning through implicit imitation
Journal of Artificial Intelligence Research
Journal of Artificial Intelligence Research
Reinforcement learning: a survey
Journal of Artificial Intelligence Research
Adaptive load balancing: a study in multi-agent learning
Journal of Artificial Intelligence Research
Efficient heuristic hypothesis ranking
Journal of Artificial Intelligence Research
A Bayesian approach to imitation in reinforcement learning
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Input generalization in delayed reinforcement learning: an algorithm and performance comparisons
IJCAI'91 Proceedings of the 12th international joint conference on Artificial intelligence - Volume 2
Design issues for assistive robotics for the elderly
Advanced Engineering Informatics
R-MAX: a general polynomial time algorithm for near-optimal reinforcement learning
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
Utility-based on-line exploration for repeated navigation in an embedded graph
Artificial Intelligence
A dynamical systems perspective on agent-environment interaction
Artificial Intelligence
Modeling adaptive autonomous agents
Artificial Life
Auto-exploratory average reward reinforcement learning
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
Winter Simulation Conference
Distributed learning approach for channel selection in cognitive radio networks
Proceedings of the Nineteenth International Workshop on Quality of Service
Selecting Simulation Algorithm Portfolios by Genetic Algorithms
PADS '10 Proceedings of the 2010 IEEE Workshop on Principles of Advanced and Distributed Simulation
The Knowledge-Gradient Algorithm for Sequencing Experiments in Drug Discovery
INFORMS Journal on Computing
Value-difference based exploration: adaptive control between epsilon-greedy and softmax
KI'11 Proceedings of the 34th Annual German conference on Advances in artificial intelligence
Probabilistic exploration in planning while learning
UAI'95 Proceedings of the Eleventh conference on Uncertainty in artificial intelligence
Hierarchical Knowledge Gradient for Sequential Sampling
The Journal of Machine Learning Research
Automatic construction of bayesian network structures by means of a concurrent search mechanism
MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
A simple distribution-free approach to the max k-armed bandit problem
CP'06 Proceedings of the 12th international conference on Principles and Practice of Constraint Programming
RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part II
Multi-armed bandit algorithms and empirical evaluation
ECML'05 Proceedings of the 16th European conference on Machine Learning
The Knowledge Gradient Algorithm for a General Class of Online Learning Problems
Operations Research
A framework for computing bounds for the return of a policy
EWRL'11 Proceedings of the 9th European conference on Recent Advances in Reinforcement Learning
Organizational Learning as Credit Assignment: A Model and Two Experiments
Organization Science
Adaptivity on the robot brain architecture level using reinforcement learning
Robot Soccer World Cup XV
Optimal learning for sequential sampling with non-parametric beliefs
Journal of Global Optimization
Self-inhibiting modules can self-organize as a brain of a robot: A conjecture
Applied Bionics and Biomechanics
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