activity
20222026
most citedMultiagent Reinforcement Learning for Autonomous Routing and Pickup Problem with Adaptation to Variable Demand

10 citations · 12 across the 9 of their papers we have counts for

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2 papers · 1 filter

cs.AI2025

Data-Efficient Multi-Agent Spatial Planning with LLMs

Huangyuan Su, Aaron Walsman, Daniel Garces +2

In this project, our goal is to determine how to leverage the world-knowledge of pretrained large language models for efficient and robust learning in multiagent decision making. W…

cs.AI2023

Surge Routing: Event-informed Multiagent Reinforcement Learning for Autonomous Rideshare

Daniel Garces, Stephanie Gil

Large events such as conferences, concerts and sports games, often cause surges in demand for ride services that are not captured in average demand patterns, posing unique challeng…