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» Qualitative reinforcement learning
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ICAART
2010
INSTICC
14 years 6 months ago
A Cautious Approach to Generalization in Reinforcement Learning
Raphael Fonteneau, Susan A. Murphy, Louis Wehenkel...
ISDA
2009
IEEE
14 years 3 months ago
Postponed Updates for Temporal-Difference Reinforcement Learning
This paper presents postponed updates, a new strategy for TD methods that can improve sample efficiency without incurring the computational and space requirements of model-based ...
Harm van Seijen, Shimon Whiteson
ATAL
2009
Springer
14 years 3 months ago
Transferring experience in reinforcement learning through task decomposition
Ioannis Partalas, Grigorios Tsoumakas, Konstantino...