How to Combine Tree-Search Methods in Reinforcement Learning.
Yonathan EfroniGal DalalBruno ScherrerShie MannorPublished in: AAAI (2019)
Keyphrases
- search methods
- reinforcement learning
- search algorithm
- metaheuristic
- function approximation
- search strategies
- tree structure
- unconstrained optimization
- systematic search
- stochastic search
- index structure
- machine learning
- learning algorithm
- exhaustive search
- model free
- nearest neighbor search
- search space
- state space
- tree search
- heuristic search algorithms
- search procedures
- heuristic functions
- simulated annealing
- optimal policy
- indexing structure
- beam search
- heuristic function
- graph search
- markov decision processes