Two-Stage Evolutionary Reinforcement Learning for Enhancing Exploration and Exploitation.
Qingling ZhuXiaoqiang WuQiuzhen LinWei-Neng ChenPublished in: AAAI (2024)
Keyphrases
- exploration exploitation tradeoff
- reinforcement learning
- active exploration
- function approximation
- exploration strategy
- relevance feedback
- objective function
- action selection
- genetic algorithm
- exploration exploitation
- evolutionary computation
- model based reinforcement learning
- state space
- learning algorithm
- markov decision processes
- evolutionary search
- evolutionary methods
- autonomous learning
- reinforcement learning algorithms
- evolutionary optimization
- evolution process
- function approximators
- action space
- phylogenetic trees
- search algorithm
- multi agent
- machine learning
- robot control
- temporal difference learning
- data mining
- learning classifier systems
- policy search
- transfer learning
- dynamic programming
- robotic control