449 search results - page 5 / 90 » Finding Structure in Reinforcement Learning |
57
Voted
GECCO
2003
Springer
15 years 5 months ago
2003
Springer
122
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PRICAI
2000
Springer
15 years 3 months ago
2000
Springer
This paper presents the CQ algorithm which decomposes and solves a Markov Decision Process (MDP) by automatically generating a hierarchy of smaller MDPs using state variables. The ...
ICML
2007
IEEE
16 years 1 months ago
2007
IEEE
This paper investigates the problem of automatically learning how to restructure the reward function of a Markov decision process so as to speed up reinforcement learning. We begi...
115
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ECAI
2008
Springer
15 years 2 months ago
2008
Springer
Time is a crucial variable in planning and often requires special attention since it introduces a specific structure along with additional complexity, especially in the case of dec...
112
Voted
IJAIT
2008
15 years 10 days ago
2008
ion mechanism to create a representation of space consisting of the circular order of detected landmarks and the relative position of walls towards the agent's moving directio...