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cs.AI2025
SPRIG: Stackelberg Perception-Reinforcement Learning with Internal Game Dynamics
Fernando Martinez-Lopez, Juntao Chen, Yingdong Lu
Deep reinforcement learning agents often face challenges to effectively coordinate perception and decision-making components, particularly in environments with high-dimensional sen…
cs.AI2024
Federated Learning for Discrete Optimal Transport with Large Population under Incomplete Information
Navpreet Kaur, Juntao Chen, Yingdong Lu
Optimal transport is a powerful framework for the efficient allocation of resources between sources and targets. However, traditional models often struggle to scale effectively in…