26 search results - page 1 / 6 » Subgoal Discovery for Hierarchical Reinforcement Learning Us... |
FLAIRS
2003
13 years 6 months ago
2003
NCI
2004
13 years 6 months ago
2004
This paper describes a method for hierarchical reinforcement learning in which high-level policies automatically discover subgoals, and low-level policies learn to specialize for ...
ICML
2005
IEEE
14 years 5 months ago
2005
IEEE
We present a new subgoal-based method for automatically creating useful skills in reinforcement learning. Our method identifies subgoals by partitioning local state transition gra...
ICML
2001
IEEE
14 years 5 months ago
2001
IEEE
ICML
1997
IEEE
14 years 5 months ago
1997
IEEE
Explanation-Based Reinforcement Learning (EBRL) was introduced by Dietterich and Flann as a way of combining the ability of Reinforcement Learning (RL) to learn optimal plans with...