The Generalization Gap in Offline Reinforcement Learning.
Ishita MedirattaQingfei YouMinqi JiangRoberta RaileanuPublished in: ICLR (2024)
Keyphrases
- reinforcement learning
- function approximation
- real time
- state space
- learning process
- optimal policy
- learning problems
- control problems
- case study
- multi agent
- partially observable
- reinforcement learning algorithms
- temporal difference learning
- least squares
- reinforcement learning methods
- model free
- learning agents
- policy search
- learning classifier systems
- control system
- active learning
- website
- decision making
- learning algorithm
- machine learning
- databases