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20232026
most citedLearning Coordination Policies over Heterogeneous Graphs for Human-Robot Teams via Recurrent Neural Schedule Propagation

6 citations · 6 across the 5 of their papers we have counts for

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cs.LG2026

Interactive Distillation for Cooperative Multi-Agent Reinforcement Learning

Minwoo Cho, Batuhan Altundas, Matthew Gombolay

Knowledge distillation (KD) has the potential to accelerate MARL by employing a centralized teacher for decentralized students but faces key bottlenecks. Specifically, there are (1…

cs.LG2025

Improvement of Optimization using Learning Based Models in Mixed Integer Linear Programming Tasks

Xiaoke Wang, Batuhan Altundas, Zhaoxin Li +2

Mixed Integer Linear Programs (MILPs) are essential tools for solving planning and scheduling problems across critical industries such as construction, manufacturing, and logistics…