Machine Learning - Special issue on inductive transfer
Machine Learning
Introduction to Reinforcement Learning
Introduction to Reinforcement Learning
Retrieval, reuse, revision and retention in case-based reasoning
The Knowledge Engineering Review
Autonomous transfer for reinforcement learning
Proceedings of the 7th international joint conference on Autonomous agents and multiagent systems - Volume 1
Transferring Instances for Model-Based Reinforcement Learning
ECML PKDD '08 Proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases - Part II
A case-based approach for coordinated action selection in robot soccer
Artificial Intelligence
Improving Reinforcement Learning by Using Case Based Heuristics
ICCBR '09 Proceedings of the 8th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
Transfer Learning for Reinforcement Learning Domains: A Survey
The Journal of Machine Learning Research
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This paper propose to investigate a better way to apply Transfer Learning (TL) between agents to speed up the Q-learning Reinforcement Learning algorithm and combines Case-Based Reasoning (CBR) and Heuristically Accelerated Reinforcement Learning (HARL) techniques. The experiments were made comparing differents approaches of Transfer Learning were actions learned in the acrobot problem can be used to speed up the learning of the policies of stability for Robocup 3D. The results confirm that the same Transfer Learning information can show differents results, depending how is applied.