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Jinkyoo Park

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Anfinsen Goes Neural: a Graphical Model for Conditional Antibody Design

Feb 08, 2024
Nayoung Kim, Minsu Kim, Jinkyoo Park

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Genetic-guided GFlowNets: Advancing in Practical Molecular Optimization Benchmark

Feb 05, 2024
Hyeonah Kim, Minsu Kim, Sanghyeok Choi, Jinkyoo Park

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Multi-Agent Dynamic Relational Reasoning for Social Robot Navigation

Jan 22, 2024
Jiachen Li, Chuanbo Hua, Hengbo Ma, Jinkyoo Park, Victoria Dax, Mykel J. Kochenderfer

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Interactive Autonomous Navigation with Internal State Inference and Interactivity Estimation

Nov 27, 2023
Jiachen Li, David Isele, Kanghoon Lee, Jinkyoo Park, Kikuo Fujimura, Mykel J. Kochenderfer

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Learning Efficient Surrogate Dynamic Models with Graph Spline Networks

Oct 25, 2023
Chuanbo Hua, Federico Berto, Michael Poli, Stefano Massaroli, Jinkyoo Park

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Genetic Algorithms with Neural Cost Predictor for Solving Hierarchical Vehicle Routing Problems

Oct 22, 2023
Abhay Sobhanan, Junyoung Park, Jinkyoo Park, Changhyun Kwon

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Learning to Scale Logits for Temperature-Conditional GFlowNets

Oct 04, 2023
Minsu Kim, Joohwan Ko, Dinghuai Zhang, Ling Pan, Taeyoung Yun, Woochang Kim, Jinkyoo Park, Yoshua Bengio

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Local Search GFlowNets

Oct 04, 2023
Minsu Kim, Taeyoung Yun, Emmanuel Bengio, Dinghuai Zhang, Yoshua Bengio, Sungsoo Ahn, Jinkyoo Park

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Robust Driving Policy Learning with Guided Meta Reinforcement Learning

Jul 19, 2023
Kanghoon Lee, Jiachen Li, David Isele, Jinkyoo Park, Kikuo Fujimura, Mykel J. Kochenderfer

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A Neural Separation Algorithm for the Rounded Capacity Inequalities

Jun 29, 2023
Hyeonah Kim, Jinkyoo Park, Changhyun Kwon

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