Search Results for author: Suhyung Choi

Found 2 papers, 1 papers with code

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

1 code implementation5 Jun 2024 Inwoo Hwang, Yunhyeok Kwak, Suhyung Choi, Byoung-Tak Zhang, Sanghack Lee

Causal dynamics learning has recently emerged as a promising approach to enhancing robustness in reinforcement learning (RL).

Unsupervised Dynamics Prediction with Object-Centric Kinematics

no code implementations29 Apr 2024 Yeon-Ji Song, Suhyung Choi, Jaein Kim, Jin-Hwa Kim, Byoung-Tak Zhang

Human perception involves discerning complex multi-object scenes into time-static object appearance (ie, size, shape, color) and time-varying object motion (ie, location, velocity, acceleration).

Object

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