MetaCURE: Meta Reinforcement Learning with Empowerment-Driven Exploration.
Jin ZhangJianhao WangHao HuTong ChenYingfeng ChenChangjie FanChongjie ZhangPublished in: ICML (2021)
Keyphrases
- reinforcement learning
- active exploration
- exploration strategy
- model based reinforcement learning
- exploration exploitation
- data driven
- action selection
- autonomous learning
- markov decision processes
- function approximation
- state space
- reinforcement learning algorithms
- model free
- database
- robotic control
- multi agent reinforcement learning
- exploration exploitation tradeoff
- supervised learning
- learning algorithm
- machine learning
- reinforcement learning methods
- temporal difference learning
- search strategies
- optimal policy
- dynamic programming
- search results clustering
- balancing exploration and exploitation
- real world