Heuristic-Guided Reinforcement Learning.
Ching-An ChengAndrey KolobovAdith SwaminathanPublished in: NeurIPS (2021)
Keyphrases
- reinforcement learning
- dynamic programming
- function approximation
- machine learning
- optimal solution
- reinforcement learning algorithms
- action selection
- combinatorial optimization
- state space
- search algorithm
- learning process
- simulated annealing
- action space
- multi agent
- model free
- depth first search
- beam search
- game tree
- data sets
- exploration strategy
- heuristic methods
- optimal control
- transfer learning
- heuristic search
- optimal policy
- decision trees