26 search results - page 1 / 6 » Subgoal Discovery for Hierarchical Reinforcement Learning Us... |
FLAIRS
2003
14 years 8 days ago
2003
NCI
2004
14 years 8 days 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 11 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 11 months ago
2001
IEEE
ICML
1997
IEEE
14 years 11 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...