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Christopher Amato — most-cited papers & profile · Reinforcement Learning
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overview
Christopher Amato
21
papers ·
141
citations ·
33
h-index
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Most-cited papers
Bayesian Reinforcement Learning in Factored POMDPs
2018 · 42 citations
Multi-Agent Reinforcement Learning Based on Representational Communication for Large-Scale Traffic Signal Control
2023 · 35 citations
LLM Collaboration With Multi-Agent Reinforcement Learning
2025 · 25 citations
End-to-end grasping policies for human-in-the-loop robots via deep reinforcement learning
2021 · 4 citations
Learning to Teach in Cooperative Multiagent Reinforcement Learning
2018
Learning in POMDPs with Monte Carlo Tree Search
2018
Top co-authors
Sammie Katt
· 2
and Taskin Padir
· 1
Deniz Erdogmus
· 1
Dong-Ki Kim
· 1
Frans A. Oliehoek
· 1
Frans Oliehoek
· 1
Gerald Tesauro
· 1
Jonathan P. How
· 1
Matthew Riemer
· 1
Miao Liu
· 1
Mohammadreza Sharif
· 1
Murray Campbell
· 1
Topics
cs.AI
Model-Based RL
Exploration
cs.SE
Multi-Agent
Meta-RL
cs.RO
cs.MA