SHAQ: Incorporating Shapley Value Theory into Multi-Agent Q-Learning

31 May 2021

Jianhong Wang

Papers citing "SHAQ: Incorporating Shapley Value Theory into Multi-Agent Q-Learning"

27 / 27 papers shown

Title
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 85 30,021 0 01 Mar 2022
Multi-Agent Reinforcement Learning for Active Voltage Control on Power Distribution Networks Jianhong Wang Wangkun Xu Yunjie Gu Wenbin Song T. Green 32 124 0 27 Oct 2021
QPLEX: Duplex Dueling Multi-Agent Q-Learning Jianhao Wang Zhizhou Ren Terry Liu Yang Yu Chongjie Zhang OffRL 77 443 0 03 Aug 2020
Learning Implicit Credit Assignment for Cooperative Multi-Agent Reinforcement Learning Meng Zhou Ziyu Liu Pengwei Sui Yixuan Li Yuk Ying Chung 31 26 0 06 Jul 2020
Weighted QMIX: Expanding Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning Tabish Rashid Gregory Farquhar Bei Peng Shimon Whiteson 90 349 0 18 Jun 2020
Benchmarking Multi-Agent Deep Reinforcement Learning Algorithms in Cooperative Tasks Georgios Papoudakis Filippos Christianos Lukas Schafer Stefano V. Albrecht OffRL 31 225 0 14 Jun 2020
Problems with Shapley-value-based explanations as feature importance measures Indra Elizabeth Kumar Suresh Venkatasubramanian C. Scheidegger Sorelle A. Friedler TDI FAtt 57 362 0 25 Feb 2020
Deep Coordination Graphs Wendelin Bohmer Vitaly Kurin Shimon Whiteson GNN 43 175 0 27 Sep 2019
QTRAN: Learning to Factorize with Transformation for Cooperative Multi-Agent Reinforcement Learning Kyunghwan Son Daewoo Kim Wan Ju Kang D. Hostallero Yung Yi OffRL 41 793 0 14 May 2019
Explaining Deep Neural Networks with a Polynomial Time Algorithm for Shapley Values Approximation Marco Ancona Cengiz Öztireli Markus Gross FAtt TDI 42 224 0 26 Mar 2019
Towards Efficient Data Valuation Based on the Shapley Value R. Jia David Dao Wei Ping F. Hubis Nicholas Hynes Nezihe Merve Gürel Yue Liu Ce Zhang D. Song C. Spanos TDI 37 407 0 27 Feb 2019
The StarCraft Multi-Agent Challenge Mikayel Samvelyan Tabish Rashid Christian Schroeder de Witt Gregory Farquhar Nantas Nardelli Tim G. J. Rudner Chia-Man Hung Philip Torr Jakob N. Foerster Shimon Whiteson 65 941 0 11 Feb 2019
Learning to Schedule Communication in Multi-agent Reinforcement Learning Daewoo Kim Sang-chul Moon D. Hostallero Wan Ju Kang Taeyoung Lee Kyunghwan Son Yung Yi 39 206 0 05 Feb 2019
Actor-Attention-Critic for Multi-Agent Reinforcement Learning Shariq Iqbal Fei Sha 46 743 0 05 Oct 2018
Learning to Teach in Cooperative Multiagent Reinforcement Learning Shayegan Omidshafiei Dong-Ki Kim Miao Liu Gerald Tesauro Matthew D Riemer Chris Amato Murray Campbell Jonathan P. How 29 135 0 20 May 2018
Multiagent Soft Q-Learning E. Wei Drew Wicke David Freelan S. Luke 43 79 0 25 Apr 2018
QMIX: Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning Tabish Rashid Mikayel Samvelyan Christian Schroeder de Witt Gregory Farquhar Jakob N. Foerster Shimon Whiteson 113 1,662 0 30 Mar 2018
Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments Ryan J. Lowe Yi Wu Aviv Tamar J. Harb Pieter Abbeel Igor Mordatch 107 4,441 0 07 Jun 2017
Counterfactual Multi-Agent Policy Gradients Jakob N. Foerster Gregory Farquhar Triantafyllos Afouras Nantas Nardelli Shimon Whiteson 45 2,053 0 24 May 2017
A Unified Approach to Interpreting Model Predictions Scott M. Lundberg Su-In Lee FAtt 276 21,459 0 22 May 2017
HyperNetworks David R Ha Andrew M. Dai Quoc V. Le 95 1,603 0 27 Sep 2016
Learning Multiagent Communication with Backpropagation Sainbayar Sukhbaatar Arthur Szlam Rob Fergus 123 1,139 0 25 May 2016
Variance Reduced Stochastic Gradient Descent with Neighbors Thomas Hofmann Aurelien Lucchi Simon Lacoste-Julien Brian McWilliams ODL 56 153 0 11 Jun 2015
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 168 12,632 0 11 Dec 2014
Playing Atari with Deep Reinforcement Learning Volodymyr Mnih Koray Kavukcuoglu David Silver Alex Graves Ioannis Antonoglou Daan Wierstra Martin Riedmiller 59 12,163 0 19 Dec 2013
Secure estimation and control for cyber-physical systems under adversarial attacks Hamza Fawzi Paulo Tabuada Suhas Diggavi AAML 49 1,152 0 22 May 2012
Optimal and Approximate Q-value Functions for Decentralized POMDPs F. Oliehoek M. Spaan N. Vlassis OffRL 76 494 0 31 Oct 2011