A Unified Game-Theoretic Approach to Multiagent Reinforcement Learning

A Unified Game-Theoretic Approach to Multiagent Reinforcement Learning

2 November 2017

Angeliki Lazaridou

Julien Perolat

David Silver

Papers citing "A Unified Game-Theoretic Approach to Multiagent Reinforcement Learning"

14 / 114 papers shown

Title
Emergent Linguistic Phenomena in Multi-Agent Communication Games L. Graesser Kyunghyun Cho Douwe Kiela LLMAG AI4CE 17 69 0 25 Jan 2019
Actor-Critic Policy Optimization in Partially Observable Multiagent Environments S. Srinivasan Marc Lanctot V. Zambaldi Julien Perolat K. Tuyls Rémi Munos Michael Bowling 6 148 0 21 Oct 2018
A Survey and Critique of Multiagent Deep Reinforcement Learning Pablo Hernandez-Leal Bilal Kartal Matthew E. Taylor OffRL 32 550 0 12 Oct 2018
Variance Reduction in Monte Carlo Counterfactual Regret Minimization (VR-MCCFR) for Extensive Form Games using Baselines Martin Schmid Neil Burch Marc Lanctot Matej Moravcík Rudolf Kadlec Michael Bowling 21 64 0 09 Sep 2018
Human-level performance in first-person multiplayer games with population-based deep reinforcement learning Max Jaderberg Wojciech M. Czarnecki Iain Dunning Luke Marris Guy Lever ... Joel Z Leibo David Silver Demis Hassabis Koray Kavukcuoglu T. Graepel OffRL 32 714 0 03 Jul 2018
Beyond Local Nash Equilibria for Adversarial Networks F. Oliehoek Rahul Savani Jose Gallego-Posada Elise van der Pol R. Groß GAN 18 43 0 18 Jun 2018
Re-evaluating Evaluation David Balduzzi K. Tuyls Julien Perolat T. Graepel MoMe 16 96 0 07 Jun 2018
Depth-Limited Solving for Imperfect-Information Games Noam Brown T. Sandholm Brandon Amos 15 80 0 21 May 2018
Emergent Communication through Negotiation Kris Cao Angeliki Lazaridou Marc Lanctot Joel Z Leibo K. Tuyls S. Clark 19 153 0 11 Apr 2018
Fully Decentralized Multi-Agent Reinforcement Learning with Networked Agents Kaipeng Zhang Zhuoran Yang Han Liu Tong Zhang Tamer Basar 37 582 0 23 Feb 2018
Machine Theory of Mind Neil C. Rabinowitz Frank Perbet H. F. Song Chiyuan Zhang S. M. Ali Eslami M. Botvinick AI4CE 39 466 0 21 Feb 2018
Learning with Opponent-Learning Awareness Jakob N. Foerster Richard Y. Chen Maruan Al-Shedivat Shimon Whiteson Pieter Abbeel Igor Mordatch 27 536 0 13 Sep 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 338 11,684 0 09 Mar 2017
Stabilising Experience Replay for Deep Multi-Agent Reinforcement Learning Jakob N. Foerster Nantas Nardelli Gregory Farquhar Triantafyllos Afouras Philip H. S. Torr Pushmeet Kohli Shimon Whiteson OffRL 114 595 0 28 Feb 2017