Incremental Reinforcement Learning with Dual-Adaptive ε-Greedy Exploration.
Wei DingSiyang JiangHsi-Wen ChenMing-Syan ChenPublished in: AAAI (2023)
Keyphrases
- reinforcement learning
- active exploration
- dynamic programming
- greedy algorithm
- feature selection
- exploration strategy
- batch mode
- autonomous learning
- data driven
- temporal difference
- incremental learning
- model based reinforcement learning
- temporal difference learning
- function approximation
- search algorithm
- model free
- adaptive control
- action selection
- learning capabilities
- greedy heuristic
- state space
- search space
- exploration exploitation
- data sets
- markov decision processes
- control policy
- learning process
- objective function