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Christopher Amato — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Christopher Amato
43
papers ·
558
citations ·
33
h-index
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Deep Decentralized Multi-task Multi-Agent Reinforcement Learning under Partial Observability
2017 · 188 citations
Contrasting Centralized and Decentralized Critics in Multi-Agent Reinforcement Learning
2021 · 36 citations
Safe Multi-Agent Reinforcement Learning via Shielding
2021 · 30 citations
Deep Transformer Q-Networks for Partially Observable Reinforcement Learning
2022 · 14 citations
An Introduction to Centralized Training for Decentralized Execution in Cooperative Multi-Agent Reinforcement Learning
2024 · 14 citations
Local Advantage Actor-Critic for Robust Multi-Agent Deep Reinforcement Learning
2021 · 11 citations
A Deeper Understanding of State-Based Critics in Multi-Agent Reinforcement Learning
2022 · 10 citations
Reconciling $λ$-Returns with Experience Replay
2018 · 8 citations
Likelihood Quantile Networks for Coordinating Multi-Agent Reinforcement Learning
2018 · 8 citations
Unbiased Asymmetric Reinforcement Learning under Partial Observability
2021 · 5 citations
Asynchronous Actor-Critic for Multi-Agent Reinforcement Learning
2022 · 5 citations
Learning for Multi-robot Cooperation in Partially Observable Stochastic Environments with Macro-actions
2017 · 4 citations
Stratified Experience Replay: Correcting Multiplicity Bias in Off-Policy Reinforcement Learning
2021 · 3 citations
Learning Multi-Robot Decentralized Macro-Action-Based Policies via a Centralized Q-Net
2019 · 2 citations
Decentralized Reinforcement Learning for Multi-Target Search and Detection by a Team of Drones
2021 · 2 citations
Top co-authors
Brett Daley
· 8
Andrea Baisero
· 7
Yuchen Xiao
· 6
Xueguang Lyu
· 5
Enrico Marchesini
· 4
Hai Nguyen
· 4
Jonathan P. How
· 3
Robert Platt
· 3
Shayegan Omidshafiei
· 3
Alina Oprea
· 2
Ethan Rathbun
· 2
John Vian
· 2
Topics
Multi-Agent
Value-Based
Policy Gradient
Model-Based RL
Offline RL
Exploration
Game AI
Safe RL
Meta-RL