Autonomous inter-task transfer in reinforcement learning domains

Transfer of Learning by Composing Solutions of Elemental Sequential Tasks

Machine Learning

TD-Gammon, a self-teaching backgammon program, achieves master-level play

Neural Computation

Introduction to Reinforcement Learning

Introduction to Reinforcement Learning

Probabilistic policy reuse in a reinforcement learning agent

AAMAS '06 Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems

Evolutionary Function Approximation for Reinforcement Learning

The Journal of Machine Learning Research

Cross-domain transfer for reinforcement learning

Proceedings of the 24th international conference on Machine learning

Transfer via inter-task mappings in policy search reinforcement learning

Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems

Using Homomorphisms to transfer options across continuous reinforcement learning domains

AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1

Giving advice about preferred actions to reinforcement learners via knowledge-based kernel regression

AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 2

Value functions for RL-based behavior transfer: a comparative study

AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 2