60 search results - page 1 / 12 » Revisiting Natural Actor-Critics with Value Function Approxi... |
MDAI
2010
Springer
13 years 8 months ago
2010
Springer
Actor-critics architectures have become popular during the last decade
ECML
2005
Springer
14 years 4 months ago
2005
Springer
This paper investigates a novel model-free reinforcement learning architecture, the Natural Actor-Critic. The actor updates are based on stochastic policy gradients employing Amari...
NIPS
2007
14 years 8 days ago
2007
We present four new reinforcement learning algorithms based on actor-critic and natural-gradient ideas, and provide their convergence proofs. Actor-critic reinforcement learning m...
CIS
2005
Springer
14 years 4 months ago
2005
Springer
Recently, actor-critic methods have drawn much interests in the area of reinforcement learning, and several algorithms have been studied along the line of the actor-critic strategy...
JMLR
2010
13 years 5 months ago
2010
Actor-Critic based approaches were among the first to address reinforcement learning in a general setting. Recently, these algorithms have gained renewed interest due to their gen...