A History Tree Heuristic to Generate Better Initiation Sets for Options in Reinforcement Learning.
Alper DemirErkin ÇildenFaruk PolatPublished in: ECAI (2016)
Keyphrases
- reinforcement learning
- tree structure
- tree search
- search strategies
- tree search algorithm
- dynamic programming
- decision tree learning algorithm
- state space
- tabu search
- optimal solution
- function approximation
- tree construction
- automatically generate
- minimum spanning tree
- learning algorithm
- machine learning
- combinatorial optimization
- search algorithm
- reinforcement learning algorithms
- tree structures
- heuristic methods
- neural network
- definite clause
- binary tree
- regression trees
- optimal control
- multi agent
- optimal policy
- index structure