Exploration Conscious Reinforcement Learning Revisited.
Lior ShaniYonathan EfroniShie MannorPublished in: ICML (2019)
Keyphrases
- reinforcement learning
- active exploration
- exploration strategy
- action selection
- model based reinforcement learning
- exploration exploitation
- autonomous learning
- function approximation
- state space
- temporal difference
- optimal policy
- reinforcement learning algorithms
- dynamic programming
- balancing exploration and exploitation
- exploration exploitation tradeoff
- model free
- optimal control
- markov decision processes
- real time
- transfer learning
- hidden markov models
- active learning
- information systems
- database
- learning tasks
- data sets
- real world
- robotic control
- website
- objective function
- multi agent
- unknown environments
- function approximators
- partially observable
- learning process
- supervised learning