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Guillaume Sartoretti — most-cited papers & profile · Reinforcement Learning
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overview
Guillaume Sartoretti
25
papers ·
99
citations ·
17
h-index
National University of Singapore
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Flatland-RL : Multi-Agent Reinforcement Learning on Trains
2020 · 12 citations
Flatland Competition 2020: MAPF and MARL for Efficient Train Coordination on a Grid World
2021 · 6 citations
FCMNet: Full Communication Memory Net for Team-Level Cooperation in Multi-Agent Systems
2022 · 6 citations
DAN: Decentralized Attention-based Neural Network for the MinMax Multiple Traveling Salesman Problem
2021 · 5 citations
COMPASS: Cooperative Multi-Agent Persistent Monitoring using Spatio-Temporal Attention Network
2025
Distributed Reinforcement Learning for Robot Teams: A Review
2022
Top co-authors
Florian Laurent
· 2
Manuel Schneider
· 2
Mehul Damani
· 2
Yuhong Cao
· 2
Yutong Wang
· 2
Jiaoyang Li
· 1
Shivam Agarwal
· 1
Vladimir Egorov
· 1
Xingjian Zhang
· 1
Yi Zheng
· 1
Yizhuo Wang
· 1
Zhe Chen
· 1
Topics
Multi-Agent
Model-Based RL
Value-Based
Safe RL
Exploration
Policy Gradient
Game AI