Out-of-Distribution Adaptation in Offline RL: Counterfactual Reasoning via Causal Normalizing Flows.
Minjae ChoJonathan P. HowChuangchuang SunPublished in: CoRR (2024)
Keyphrases
- causal reasoning
- reinforcement learning
- causal models
- causal knowledge
- real time
- causal networks
- probability distribution
- knowledge representation
- random variables
- qualitative reasoning
- logical framework
- reasoning tasks
- standard deviation
- markov decision processes
- multi agent
- directed acyclic graph
- gaussian distribution
- qualitative models
- spatial distribution
- reinforcement learning algorithms
- plan execution
- reasoning systems
- graphical models
- evidential reasoning
- adaptation process
- learning process
- case based planning
- case adaptation