11 search results - page 1 / 3 » Learning in Reactive Environments with Arbitrary Dependence |
DAGSTUHL
2006
13 years 6 months ago
2006
ALT
2006
Springer
14 years 1 months ago
2006
Springer
We address the problem of reinforcement learning in which observations may exhibit an arbitrary form of stochastic dependence on past observations and actions. The task for an age...
JACM
2006
13 years 4 months ago
2006
"Experts algorithms" constitute a methodology for choosing actions repeatedly, when the rewards depend both on the choice of action and on the unknown current state of t...
RAS
2010
13 years 3 months ago
2010
Grasping an object is a task that inherently needs to be treated in a hybrid fashion. The system must decide both where and how to grasp the object. While selecting where to grasp...
JIRS
2007
13 years 4 months ago
2007
The problem of developing local reactive obstacle-avoidance behaviors by a mobile robot through online real-time learning is considered. The robot operated in an unknown bounded 2...