Reasoning about Hypothetical Agent Behaviours and their Parameters

26 June 2019

Papers citing "Reasoning about Hypothetical Agent Behaviours and their Parameters"

26 / 26 papers shown

Title
Enhancing Cooperative Multi-Agent Reinforcement Learning with State Modelling and Adversarial Exploration Andreas Kontogiannis Konstantinos Papathanasiou Yi Shen Giorgos Stamou Michael M. Zavlanos G. Vouros 66 0 0 08 May 2025
Seldonian Reinforcement Learning for Ad Hoc Teamwork Edoardo Zorzi A. Castellini Leonidas Bakopoulos Georgios Chalkiadakis Alessandro Farinelli OffRL 97 0 0 05 Mar 2025
On Diagnostics for Understanding Agent Training Behaviour in Cooperative MARL Wiem Khlifi Siddarth S. Singh Omayma Mahjoub Ruan de Kock Abidine Vall R. Gorsane Arnu Pretorius 107 1 0 13 Dec 2023
How much can change in a year? Revisiting Evaluation in Multi-Agent Reinforcement Learning Siddarth S. Singh Omayma Mahjoub Ruan de Kock Wiem Khlifi Abidine Vall Kale-ab Tessera Arnu Pretorius 106 1 0 13 Dec 2023
(Ir)rationality in AI: State of the Art, Research Challenges and Open Questions Olivia Macmillan-Scott Mirco Musolesi 96 1 0 28 Nov 2023
Who Needs to Know? Minimal Knowledge for Optimal Coordination Niklas Lauffer Ameesh Shah Micah Carroll Michael Dennis Stuart J. Russell 59 6 0 15 Jun 2023
Combining a Meta-Policy and Monte-Carlo Planning for Scalable Type-Based Reasoning in Partially Observable Environments Jonathon Schwartz H. Kurniawati Marcus Hutter OffRL LRM 60 0 0 09 Jun 2023
Presenting Multiagent Challenges in Team Sports Analytics David Radke Alexi Orchard AI4CE 75 6 0 23 Mar 2023
Decision-making with Speculative Opponent Models Jing-rong Sun Shuo Chen Cong Zhang Yining Ma Jie Zhang 64 1 0 22 Nov 2022
A General Learning Framework for Open Ad Hoc Teamwork Using Graph-based Policy Learning Arrasy Rahman Ignacio Carlucho Niklas Höpner Stefano V. Albrecht 112 11 0 11 Oct 2022
Few-Shot Teamwork Elliot Fosong Arrasy Rahman Ignacio Carlucho Stefano V. Albrecht 33 4 0 19 Jul 2022
COLA: Consistent Learning with Opponent-Learning Awareness Timon Willi Alistair Letcher Johannes Treutlein Jakob N. Foerster 70 52 0 08 Mar 2022
LINDA: Multi-Agent Local Information Decomposition for Awareness of Teammates Jiahan Cao Lei Yuan Jianhao Wang Shaowei Zhang Chongjie Zhang Yang Yu De-Chuan Zhan 99 20 0 26 Sep 2021
Show Me What You Can Do: Capability Calibration on Reachable Workspace for Human-Robot Collaboration Xiaofeng Gao Luyao Yuan Tianmin Shu Hongjing Lu Song-Chun Zhu 44 4 0 06 Mar 2021
Expected Value of Communication for Planning in Ad Hoc Teamwork William Macke Reuth Mirsky Peter Stone 85 25 0 01 Mar 2021
Deep Interactive Bayesian Reinforcement Learning via Meta-Learning L. Zintgraf Sam Devlin K. Ciosek Shimon Whiteson Katja Hofmann BDL 67 45 0 11 Jan 2021
Altruistic Decision-Making for Autonomous Driving with Sparse Rewards Jack Geary Henry Gouk 44 1 0 14 Jul 2020
Towards Open Ad Hoc Teamwork Using Graph-based Policy Learning Arrasy Rahman Niklas Höpner Filippos Christianos Stefano V. Albrecht 73 58 0 18 Jun 2020
Agent Modelling under Partial Observability for Deep Reinforcement Learning Georgios Papoudakis Filippos Christianos Stefano V. Albrecht 105 66 0 16 Jun 2020
Benchmarking Multi-Agent Deep Reinforcement Learning Algorithms in Cooperative Tasks Georgios Papoudakis Filippos Christianos Lukas Schafer Stefano V. Albrecht OffRL 105 233 0 14 Jun 2020
Shared Experience Actor-Critic for Multi-Agent Reinforcement Learning Filippos Christianos Lukas Schafer Stefano V. Albrecht 133 169 0 12 Jun 2020
Robust Stochastic Bayesian Games for Behavior Space Coverage Julian Bernhard Alois Knoll 124 3 0 25 Mar 2020
Learning Sharing Behaviors with Arbitrary Numbers of Agents Katherine Metcalf B. Theobald N. Apostoloff 25 2 0 10 Dec 2018
Multi-Agent Common Knowledge Reinforcement Learning Christian Schroeder de Witt Jakob N. Foerster Gregory Farquhar Philip Torr Wendelin Bohmer Shimon Whiteson 102 108 0 27 Oct 2018
Autonomous Agents Modelling Other Agents: A Comprehensive Survey and Open Problems Stefano V. Albrecht Peter Stone 165 475 0 23 Sep 2017
Exploiting Causality for Selective Belief Filtering in Dynamic Bayesian Networks Stefano V. Albrecht S. Ramamoorthy 154 23 0 30 Jan 2014