246 search results - page 2 / 50 » Learning behavior styles with inverse reinforcement learning |
ICALT
2009
IEEE
14 years 7 months ago
2009
IEEE
ETS
2007
IEEE
14 years 9 months ago
2007
IEEE
IJCAI
2003
14 years 11 months ago
2003
We investigate the problem of non-covariant behavior of policy gradient reinforcement learning algorithms. The policy gradient approach is amenable to analysis by information geom...
IJCAI
2007
14 years 11 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...
ICML
2004
IEEE
15 years 10 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...