Christopher Amato
Orcid: 0000-0002-6786-7384
According to our database1,
Christopher Amato
authored at least 100 papers
between 2006 and 2023.
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Bibliography
2023
J. Artif. Intell. Res., 2023
CoRR, 2023
Multi-Agent Reinforcement Learning Based on Representational Communication for Large-Scale Traffic Signal Control.
IEEE Access, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the Conference on Robot Learning, 2023
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023
2022
CoRR, 2022
Proceedings of the Algorithmic Foundations of Robotics XV, 2022
Proceedings of the Uncertainty in Artificial Intelligence, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
Proceedings of the Conference on Robot Learning, 2022
Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022
Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
Improving the Efficiency of Off-Policy Reinforcement Learning by Accounting for Past Decisions.
CoRR, 2021
CoRR, 2021
CoRR, 2021
End-to-end grasping policies for human-in-the-loop robots via deep reinforcement learning.
CoRR, 2021
Decentralized Reinforcement Learning for Multi-Target Search and Detection by a Team of Drones.
CoRR, 2021
Multi-agent reinforcement learning with directed exploration and selective memory reuse.
Proceedings of the SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, 2021
Proceedings of the International Symposium on Multi-Robot and Multi-Agent Systems, 2021
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
End-to-end grasping policies for human-in-the-loop robots via deep reinforcement learning<sup>*</sup>.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021
Contrasting Centralized and Decentralized Critics in Multi-Agent Reinforcement Learning.
Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021
Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021
Stratified Experience Replay: Correcting Multiplicity Bias in Off-Policy Reinforcement Learning.
Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021
2020
Int. J. Robotics Res., 2020
CoRR, 2020
To Ask or Not to Ask: A User Annoyance Aware Preference Elicitation Framework for Social Robots.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020
Learning Multi-Robot Decentralized Macro-Action-Based Policies via a Centralized Q-Net.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020
Proceedings of the Distributed Artificial Intelligence - Second International Conference, 2020
Proceedings of the 4th Conference on Robot Learning, 2020
Proceedings of the 4th Conference on Robot Learning, 2020
Proceedings of the 8th IEEE RAS/EMBS International Conference for Biomedical Robotics and Biomechatronics, 2020
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020
Learning Complementary Representations of the Past using Auxiliary Tasks in Partially Observable Reinforcement Learning.
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
J. Artif. Intell. Res., 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the International Conference on Robotics and Automation, 2019
Proceedings of the 3rd Annual Conference on Robot Learning, 2019
Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
The art of drafting: a team-oriented hero recommendation system for multiplayer online battle arena games.
Proceedings of the 12th ACM Conference on Recommender Systems, 2018
Decision-Making Under Uncertainty in Multi-Agent and Multi-Robot Systems: Planning and Learning.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Near-Optimal Adversarial Policy Switching for Decentralized Asynchronous Multi-Agent Systems.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018
Proceedings of the 2018 IEEE Conference on Computational Intelligence and Games, 2018
2017
Decentralized control of multi-robot partially observable Markov decision processes using belief space macro-actions.
Int. J. Robotics Res., 2017
Learning for multi-robot cooperation in partially observable stochastic environments with macro-actions.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
Semantic-level decentralized multi-robot decision-making using probabilistic macro-observations.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017
Scalable accelerated decentralized multi-robot policy search in continuous observation spaces.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017
Deep Decentralized Multi-task Multi-Agent Reinforcement Learning under Partial Observability.
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the 34th International Conference on Machine Learning, 2017
2016
Springer Briefs in Intelligent Systems, Springer, ISBN: 978-3-319-28929-8, 2016
Int. J. Robotics Res., 2016
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016
Learning for Decentralized Control of Multiagent Systems in Large, Partially-Observable Stochastic Environments.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
2015
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Exploiting Separability in Multiagent Planning with Continuous-State MDPs (Extended Abstract).
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Decentralized control of Partially Observable Markov Decision Processes using belief space macro-actions.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015
Proceedings of the IEEE International Conference on Robotics and Automation, 2015
Proceedings of the 2015 AAAI Fall Symposia, Arlington, Virginia, USA, November 12-14, 2015, 2015
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
2014
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014
2013
J. Artif. Intell. Res., 2013
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013
Producing efficient error-bounded solutions for transition independent decentralized mdps.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013
2012
Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence, 2012
Proceedings of the Twenty-Fourth Conference on Innovative Applications of Artificial Intelligence, 2012
2011
Proceedings of the IJCAI 2011, 2011
Proceedings of the 2011 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2011
Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011
Proceedings of the Help Me Help You: Bridging the Gaps in Human-Agent Collaboration, 2011
2010
Auton. Agents Multi Agent Syst., 2010
Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), 2010
Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), 2010
Finite-State Controllers Based on Mealy Machines for Centralized and Decentralized POMDPs.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010
2009
J. Artif. Intell. Res., 2009
Proceedings of the 8th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2009), 2009
Proceedings of the 19th International Conference on Automated Planning and Scheduling, 2009
2007
Proceedings of the UAI 2007, 2007
Proceedings of the IJCAI 2007, 2007
2006
Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2006