Multiagent learning using a variable learning rate
Artificial Intelligence
Ant colony optimization and stochastic gradient descent
Artificial Life
Variable Resolution Discretization in Optimal Control
Machine Learning
Reinforcement learning for POMDPs based on action values and stochastic optimization
Eighteenth national conference on Artificial intelligence
Policy gradient methods in multi-agent systems: pursuit problem
Design and application of hybrid intelligent systems
Reinforcement Learning with Factored States and Actions
The Journal of Machine Learning Research
Asymmetric multiagent reinforcement learning
Web Intelligence and Agent Systems
Variance Reduction Techniques for Gradient Estimates in Reinforcement Learning
The Journal of Machine Learning Research
Multi-agent reward analysis for learning in noisy domains
Proceedings of the fourth international joint conference on Autonomous agents and multiagent systems
Universal parameter optimisation in games based on SPSA
Machine Learning
Resolution-Based Policy Search for Imperfect Information Differential Games
IAT '06 Proceedings of the IEEE/WIC/ACM international conference on Intelligent Agent Technology
Fuzzy Policy Reinforcement Learning in Cooperative Multi-robot Systems
Journal of Intelligent and Robotic Systems
Gradient descent for symmetric and asymmetric multiagent reinforcement learning
Web Intelligence and Agent Systems
Reinforcement Learning State Estimator
Neural 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
IFSA: incremental feature-set augmentation for reinforcement learning tasks
Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems
Neurocomputing
Accelerated Neural Evolution through Cooperatively Coevolved Synapses
The Journal of Machine Learning Research
PRICAI '08 Proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
Assigning discounts in a marketing campaign by using reinforcement learning and neural networks
Expert Systems with Applications: An International Journal
Sample-efficient evolutionary function approximation for reinforcement learning
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Infinite-horizon policy-gradient estimation
Journal of Artificial Intelligence Research
Experiments with infinite-horizon, policy-gradient estimation
Journal of Artificial Intelligence Research
Learning and multiagent reasoning for autonomous agents
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Robot weightlifting by direct policy search
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
Exploiting multiple secondary reinforcers in policy gradient reinforcement learning
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
Rational and convergent learning in stochastic games
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part I
Autonomous Agents and Multi-Agent Systems
Multi-policy optimization in self-organizing systems
SOAR'09 Proceedings of the First international conference on Self-organizing architectures
Improving Gaussian process value function approximation in policy gradient algorithms
ICANN'11 Proceedings of the 21st international conference on Artificial neural networks - Volume Part II
Policy gradient reinforcement learning with environmental dynamics and action-values in policies
KES'11 Proceedings of the 15th international conference on Knowledge-based and intelligent information and engineering systems - Volume Part I
Solving POMDPs by searching the space of finite policies
UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence
Learning finite-state controllers for partially observable environments
UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence
PEGASUS: a policy search method for large MDPs and POMDPs
UAI'00 Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence
Learning to cooperate via policy search
UAI'00 Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence
Efficient non-linear control through neuroevolution
ECML'06 Proceedings of the 17th European conference on Machine Learning
ECML'05 Proceedings of the 16th European conference on Machine Learning
Gradient based algorithms with loss functions and kernels for improved on-policy control
EWRL'11 Proceedings of the 9th European conference on Recent Advances in Reinforcement Learning
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