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causal dynamics model

3 papers

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Co-occurring keywords · papers mentioning both

sample efficiency (3) dynamics model (2) state abstraction (2) causal inference (2) causal state abstraction (1) implicit modeling (1) object-oriented environments (1) causal relationship (1) spurious correlation (1) model-based reinforcement learning (1)

Papers

Building Minimal and Reusable Causal State Abstractions for Reinforcement Learning AAAI 2024 Learning Causal Dynamics Models in Object-Oriented Environments ICML 2024 Causal Dynamics Learning for Task-Independent State Abstraction ICML 2022