651 search results - page 1 / 131 » Algorithms for Inverse Reinforcement Learning |
ICML
2000
IEEE
16 years 1 months ago
2000
IEEE
105
Voted
PKDD
2009
Springer
15 years 7 months ago
2009
Springer
Abstract. Inverse reinforcement learning addresses the general problem of recovering a reward function from samples of a policy provided by an expert/demonstrator. In this paper, w...
109
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ICML
2004
IEEE
16 years 1 months ago
2004
IEEE
We consider learning in a Markov decision process where we are not explicitly given a reward function, but where instead we can observe an expert demonstrating the task that we wa...
108
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SIGGRAPH
2010
ACM
15 years 4 months ago
2010
ACM
We present a method for inferring the behavior styles of character controllers from a small set of examples. We show that a rich set of behavior variations can be captured by dete...
116
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IJCAI
2007
15 years 1 months ago
2007
Inverse Reinforcement Learning (IRL) is the problem of learning the reward function underlying a Markov Decision Process given the dynamics of the system and the behaviour of an e...