Fine-Grained Causal Dynamics Learning with Quantization for Improving Robustness in Reinforcement Learning

Inwoo Hwang; Yunhyeok Kwak; Suhyung Choi; Byoung-tak Zhang; Sanghack Lee

2024 ICML ICML 2024

Fine-Grained Causal Dynamics Learning with Quantization for Improving Robustness in Reinforcement Learning

Abstract

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🌉 Interdisciplinary Bridge - Artificial Intelligence and Reinforcement Learning

Authors

Inwoo Hwang, Yunhyeok Kwak, Suhyung Choi, Byoung-tak Zhang, Sanghack Lee

Topics

Artificial Intelligence > Core AI > Causal Inference Machine Learning > Application Areas > Efficient Computing Reinforcement Learning > Methods > Model-Based RL

Keywords

quantization robustness latent variable subgroup causal dynamics learning fine-grained causal structures

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