Invariant Causal Prediction for Block MDPs.
Amy ZhangClare LyleShagun SodhaniAngelos FilosMarta KwiatkowskaJoelle PineauYarin GalDoina PrecupPublished in: ICML (2020)
Keyphrases
- reinforcement learning
- prediction accuracy
- markov decision processes
- intra coding
- prediction model
- prediction error
- bayesian networks
- causal reasoning
- prediction algorithm
- affine invariant
- affine transformation
- state space
- markov decision problems
- moment invariants
- optimal policy
- causal relations
- causal networks
- neural network
- decision theoretic planning
- factored mdps