Christopher Amato

28th Conference on Uncertainty in Artificial Intelligence

Jilles Dibangoye, Christopher Amato, Arnaud Doniec · HAL (Le Centre pour la Communication Scientifique Directe) · 2012 · 237 citations

Artificial Intelligence, Engineering, Uncertainty Quantification +4

Deep Decentralized Multi-task Multi-Agent Reinforcement Learning under Partial Observability

Shayegan Omidshafiei, Jason Pazis, Christopher Amato et al. · arXiv (Cornell University) · 2017 · 188 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +13

Decentralized control of partially observable Markov decision processes

Christopher Amato, Girish Chowdhary, Alborz Geramifard et al. · 2013 · 125 citations

Mathematical Programming, Agent Independence, Distributed Decision Making +13

Optimizing fixed-size stochastic controllers for POMDPs and decentralized POMDPs

Christopher Amato, Daniel S. Bernstein, Shlomo Zilberstein · Autonomous Agents and Multi-Agent Systems · 2009 · 116 citations

Stochastic Control, Markov Decision Process, Fixed-size Stochastic Controllers +1

Learning to Teach in Cooperative Multiagent Reinforcement Learning

Shayegan Omidshafiei, Dong Ki Kim, Miao Liu et al. · DSpace@MIT (Massachusetts Institute of Technology) · 2021 · 100 citations · Full text

Artificial Intelligence, Agent-based System, Engineering +15