Heuristic Search Based Exploration in Reinforcement Learning.
Ngo Anh VienNguyen Hoang VietSeungGwan LeeTaeChoong ChungPublished in: IWANN (2007)
Keyphrases
- heuristic search
- reinforcement learning
- state space
- active exploration
- search strategies
- action selection
- search algorithm
- planning problems
- constraint satisfaction
- ant vibra
- search space
- bidirectional search
- machine learning
- state space search
- search problems
- markov decision processes
- learning algorithm
- pattern databases
- ai planning
- heuristic function
- forward search
- optimal policy
- path finding
- heuristic search algorithms
- automated planning
- probabilistic planning
- markov decision process
- reward function
- multi agent
- dynamic programming
- orders of magnitude