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2020 – today
- 2024
[c2]Huijie Tang, Federico Berto, Zihan Ma, Chuanbo Hua, Kyuree Ahn, Jinkyoo Park:
HiMAP: Learning Heuristics-Informed Policies for Large-Scale Multi-Agent Pathfinding. AAMAS 2024: 2498-2500- [i7]Jiachen Li, Chuanbo Hua
, Hengbo Ma, Jinkyoo Park, Victoria Magdalena Dax, Mykel J. Kochenderfer:
Multi-Agent Dynamic Relational Reasoning for Social Robot Navigation. CoRR abs/2401.12275 (2024) - [i6]Huijie Tang, Federico Berto, Zihan Ma, Chuanbo Hua, Kyuree Ahn, Jinkyoo Park:
HiMAP: Learning Heuristics-Informed Policies for Large-Scale Multi-Agent Pathfinding. CoRR abs/2402.15546 (2024) - [i5]Federico Berto, Chuanbo Hua, Nayeli Gast Zepeda, André Hottung, Niels A. Wouda, Leon Lan, Kevin Tierney, Jinkyoo Park:
RouteFinder: Towards Foundation Models for Vehicle Routing Problems. CoRR abs/2406.15007 (2024) - [i4]Federico Berto, Chuanbo Hua, Laurin Luttmann, Jiwoo Son, Junyoung Park, Kyuree Ahn, Changhyun Kwon, Lin Xie, Jinkyoo Park:
PARCO: Learning Parallel Autoregressive Policies for Efficient Multi-Agent Combinatorial Optimization. CoRR abs/2409.03811 (2024) - 2023
- [c1]Chuanbo Hua, Federico Berto, Michael Poli, Stefano Massaroli, Jinkyoo Park:
Learning Efficient Surrogate Dynamic Models with Graph Spline Networks. NeurIPS 2023 - [i3]Federico Berto, Chuanbo Hua, Junyoung Park, Minsu Kim, Hyeonah Kim, Jiwoo Son, Haeyeon Kim, Joungho Kim, Jinkyoo Park:
RL4CO: an Extensive Reinforcement Learning for Combinatorial Optimization Benchmark. CoRR abs/2306.17100 (2023) - [i2]Chuanbo Hua, Federico Berto, Michael Poli, Stefano Massaroli, Jinkyoo Park:
Learning Efficient Surrogate Dynamic Models with Graph Spline Networks. CoRR abs/2310.16397 (2023) - 2022
- [i1]Jiachen Li, Chuanbo Hua, Jinkyoo Park, Hengbo Ma, Victoria Magdalena Dax, Mykel J. Kochenderfer:
EvolveHypergraph: Group-Aware Dynamic Relational Reasoning for Trajectory Prediction. CoRR abs/2208.05470 (2022)
Coauthor Index
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