Exploration in Reinforcement Learning with Deep Covering Options.
Yuu JinnaiJee Won ParkMarlos C. MachadoGeorge Dimitri KonidarisPublished in: ICLR (2020)
Keyphrases
- reinforcement learning
- active exploration
- exploration strategy
- action selection
- model based reinforcement learning
- exploration exploitation
- autonomous learning
- search strategies
- temporal difference
- function approximation
- robotic control
- optimal policy
- model free
- dynamic programming
- learning algorithm
- machine learning
- option pricing
- exploration exploitation tradeoff
- reinforcement learning methods
- visualization tool
- optimal control
- multi agent
- reinforcement learning algorithms
- learning problems
- state space
- information retrieval
- real world
- data sets