Task-agnostic Exploration in Reinforcement Learning.
Xuezhou ZhangYuzhe MaAdish SinglaPublished in: CoRR (2020)
Keyphrases
- reinforcement learning
- active exploration
- exploration strategy
- action selection
- function approximation
- model based reinforcement learning
- exploration exploitation
- autonomous learning
- learning algorithm
- reinforcement learning algorithms
- exploration exploitation tradeoff
- model free
- interactive exploration
- state space
- policy search
- multi agent reinforcement learning
- real world
- search strategies
- markov decision processes
- multi agent
- machine learning
- databases
- optimal control
- learning capabilities
- temporal difference learning
- transfer learning
- optimal policy
- mobile robot
- learning process
- relational reinforcement learning
- knowledge base
- decision making