4544 search results - page 262 / 909 » Reinforcement Learning with Time |
ICANN
2010
Springer
13 years 11 months ago
2010
Springer
Abstract. Developing superior artificial board-game players is a widelystudied area of Artificial Intelligence. Among the most challenging games is the Asian game of Go, which, des...
PKDD
2010
Springer
13 years 9 months ago
2010
Springer
Abstract. One of the key problems in model-based reinforcement learning is balancing exploration and exploitation. Another is learning and acting in large relational domains, in wh...
RAS
2010
13 years 9 months ago
2010
One important design decision for the development of autonomously navigating mobile robots is the choice of the representation of the environment. This includes the question which...
IAT
2010
IEEE
13 years 8 months ago
2010
IEEE
It is crucial for embedded systems to adapt to the dynamics of open environments. This adaptation process becomes especially challenging in the context of multiagent systems. In t...
COLT
2001
Springer
14 years 3 months ago
2001
Springer
In this paper we derive convergence rates for Q-learning. We show an interesting relationship between the convergence rate and the learning rate used in Q-learning. For a polynomi...