Feudal Reinforcement Learning

CHILD: A First Step Towards Continual Learning

Machine Learning - Special issue on inductive transfer

Hierarchical Learning of Navigational Behaviors in anAutonomous Robot using a Predictive Sparse DistributedMemory

Machine Learning - Special issue on learning in autonomous robots

Elevator Group Control Using Multiple Reinforcement Learning Agents

Machine Learning

Using background knowledge to speed reinforcement learning in physical agents

Proceedings of the fifth international conference on Autonomous agents

Hierarchical Learning of Navigational Behaviors in anAutonomous Robot using a Predictive Sparse Distributed Memory

Autonomous Robots

Structure in the Space of Value Functions

Machine Learning

Multiple model-based reinforcement learning

Neural Computation

Layered Learning

ECML '00 Proceedings of the 11th European Conference on Machine Learning

Q-Cut - Dynamic Discovery of Sub-goals in Reinforcement Learning

ECML '02 Proceedings of the 13th European Conference on Machine Learning

Analysis and Design of Robot's Behavior: Towards a Methodology

EWLR-6 Proceedings of the 6th European Workshop on Learning Robots

An Overview of MAXQ Hierarchical Reinforcement Learning

SARA '02 Proceedings of the 4th International Symposium on Abstraction, Reformulation, and Approximation

Automatic Segmentation of Sequences through Hierarchical Reinforcement Learning

Sequence Learning - Paradigms, Algorithms, and Applications

Sequential Decision Making Based on Direct Search

Sequence Learning - Paradigms, Algorithms, and Applications

ε-mdps: learning in varying environments

The Journal of Machine Learning Research

Inter-module credit assignment in modular reinforcement learning

Neural Networks

Dynamic abstraction in reinforcement learning via clustering

ICML '04 Proceedings of the twenty-first international conference on Machine learning

Planning and programming with first-order markov decision processes: insights and challenges

TARK '01 Proceedings of the 8th conference on Theoretical aspects of rationality and knowledge

Planning, learning and coordination in multiagent decision processes

TARK '96 Proceedings of the 6th conference on Theoretical aspects of rationality and knowledge

Evolving Soccer Keepaway Players Through Task Decomposition

Machine Learning

Heterarchical reinforcement-learning model for integration of multiple cortico-striatal loops: fMRI examination in stimulus-action-reward association learning

Neural Networks - 2006 Special issue: Neurobiology of decision making

Hierarchical Average Reward Reinforcement Learning

The Journal of Machine Learning Research

Reinforcement Learning in Complex Environments Through Multiple Adaptive Partitions

AI*IA '07 Proceedings of the 10th Congress of the Italian Association for Artificial Intelligence on AI*IA 2007: Artificial Intelligence and Human-Oriented Computing

Multigrid Reinforcement Learning with Reward Shaping

ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I

Reinforcement distribution in fuzzy Q-learning

Fuzzy Sets and Systems

A task specification language for bootstrap learning

Proceedings of The 8th International Conference on Autonomous Agents and Multiagent Systems - Volume 2

Hierarchical reinforcement learning with the MAXQ value function decomposition

Journal of Artificial Intelligence Research

An adaptive architecture for modular Q-learning

IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2

Reinforcement learning: a survey

Journal of Artificial Intelligence Research

Multi-value-functions: efficient automatic action hierarchies for multiple goal MDPs

IJCAI'99 Proceedings of the 16th international joint conference on Artificial intelligence - Volume 2

Planning-space shift learning: variable-space motion planning toward flexible extension of body schema

IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems

Adaptive multi-agent programming in GTGolog

KI'06 Proceedings of the 29th annual German conference on Artificial intelligence

Safe state abstraction and reusable continuing subtasks in hierarchical reinforcement learning

AI'07 Proceedings of the 20th Australian joint conference on Advances in artificial intelligence

Interaction of culture-based learning and cooperative co-evolution and its application to automatic behavior-based system design

IEEE Transactions on Evolutionary Computation

Planning-Space Shift Motion Generation: Variable-space Motion Planning Toward Flexible Extension of Body Schema

Journal of Intelligent and Robotic Systems

Finding hidden hierarchy in reinforcement learning

KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III

Q-error as a selection mechanism in modular reinforcement-learning systems

IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two

An extension of a hierarchical reinforcement learning algorithm for multiagent settings

EWRL'11 Proceedings of the 9th European conference on Recent Advances in Reinforcement Learning

A modular hierarchical reinforcement learning algorithm

ICIC'12 Proceedings of the 8th international conference on Intelligent Computing Theories and Applications

Reinforcement Learning with Reward Shaping and Mixed Resolution Function Approximation

International Journal of Agent Technologies and Systems

Multi-timescale nexting in a reinforcement learning robot

Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems