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Cheston Tan

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ABCDE: An Agent-Based Cognitive Development Environment

Jun 10, 2022
Jieyi Ye, Jiafei Duan, Samson Yu, Bihan Wen, Cheston Tan

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A Survey on Machine Learning Approaches for Modelling Intuitive Physics

Feb 14, 2022
Jiafei Duan, Arijit Dasgupta, Jason Fischer, Cheston Tan

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TDAN: Top-Down Attention Networks for Enhanced Feature Selectivity in CNNs

Nov 26, 2021
Shantanu Jaiswal, Basura Fernando, Cheston Tan

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A Benchmark for Modeling Violation-of-Expectation in Physical Reasoning Across Event Categories

Nov 16, 2021
Arijit Dasgupta, Jiafei Duan, Marcelo H. Ang Jr, Yi Lin, Su-hua Wang, Renée Baillargeon, Cheston Tan

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Fault-Tolerant Federated Reinforcement Learning with Theoretical Guarantee

Oct 26, 2021
Flint Xiaofeng Fan, Yining Ma, Zhongxiang Dai, Wei Jing, Cheston Tan, Bryan Kian Hsiang Low

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AVoE: A Synthetic 3D Dataset on Understanding Violation of Expectation for Artificial Cognition

Oct 12, 2021
Arijit Dasgupta, Jiafei Duan, Marcelo H. Ang Jr, Cheston Tan

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PIP: Physical Interaction Prediction via Mental Imagery with Span Selection

Sep 10, 2021
Jiafei Duan, Samson Yu, Soujanya Poria, Bihan Wen, Cheston Tan

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SPACE: A Simulator for Physical Interactions and Causal Learning in 3D Environments

Aug 13, 2021
Jiafei Duan, Samson Yu Bai Jian, Cheston Tan

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A nonlinear hidden layer enables actor-critic agents to learn multiple paired association navigation

Jul 16, 2021
M Ganesh Kumar, Cheston Tan, Camilo Libedinsky, Shih-Cheng Yen, Andrew Yong-Yi Tan

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