v1v2 (latest)

Policy Gradient Methods Find the Nash Equilibrium in N-player General-sum Linear-quadratic Games

27 July 2021

Papers citing "Policy Gradient Methods Find the Nash Equilibrium in N-player General-sum Linear-quadratic Games"

20 / 20 papers shown

Title
Independent RL for Cooperative-Competitive Agents: A Mean-Field Perspective Muhammad Aneeq uz Zaman Alec Koppel Mathieu Laurière Tamer Basar 71 4 0 17 Mar 2024
Derivative-Free Policy Optimization for Linear Risk-Sensitive and Robust Control Design: Implicit Regularization and Sample Complexity Kai Zhang Xiangyuan Zhang Bin Hu Tamer Bacsar 58 19 0 04 Jan 2021
Policy Gradient Methods for the Noisy Linear Quadratic Regulator over a Finite Horizon B. Hambly Renyuan Xu Huining Yang 63 62 0 20 Nov 2020
Sample Efficient Reinforcement Learning with REINFORCE Junzi Zhang Jongho Kim Brendan O'Donoghue Stephen P. Boyd 77 107 0 22 Oct 2020
No-regret learning and mixed Nash equilibria: They do not mix Lampros Flokas Emmanouil-Vasileios Vlatakis-Gkaragkounis Thanasis Lianeas P. Mertikopoulos Georgios Piliouras 38 86 0 19 Oct 2020
Logarithmic regret for episodic continuous-time linear-quadratic reinforcement learning over a finite-time horizon Matteo Basei Xin Guo Anran Hu Yufei Zhang 44 42 0 27 Jun 2020
Policy-Gradient Algorithms Have No Guarantees of Convergence in Linear Quadratic Games Eric Mazumdar Lillian J. Ratliff Michael I. Jordan S. Shankar Sastry 55 36 0 08 Jul 2019
Policy Optimization Provably Converges to Nash Equilibria in Zero-Sum Linear Quadratic Games Kai Zhang Zhuoran Yang Tamer Basar 82 127 0 31 May 2019
Differentiable Game Mechanics Alistair Letcher David Balduzzi S. Racanière James Martens Jakob N. Foerster K. Tuyls T. Graepel 71 81 0 13 May 2019
Convergence of Multi-Agent Learning with a Finite Step Size in General-Sum Games Xinliang Song Tonghan Wang Chongjie Zhang 66 13 0 07 Mar 2019
Global Convergence to the Equilibrium of GANs using Variational Inequalities I. Gemp Sridhar Mahadevan 70 50 0 04 Aug 2018
On Gradient-Based Learning in Continuous Games Eric Mazumdar Lillian J. Ratliff S. Shankar Sastry 104 136 0 16 Apr 2018
Real-Time Bidding with Multi-Agent Reinforcement Learning in Display Advertising Junqi Jin Cheng-Ning Song Han Li Kun Gai Jun Wang Weinan Zhang 48 180 0 27 Feb 2018
The Mechanics of n-Player Differentiable Games David Balduzzi S. Racanière James Martens Jakob N. Foerster K. Tuyls T. Graepel MLT 84 275 0 15 Feb 2018
Global Convergence of Policy Gradient Methods for the Linear Quadratic Regulator Maryam Fazel Rong Ge Sham Kakade M. Mesbahi 82 609 0 15 Jan 2018
Learning with Opponent-Learning Awareness Jakob N. Foerster Richard Y. Chen Maruan Al-Shedivat Shimon Whiteson Pieter Abbeel Igor Mordatch 100 538 0 13 Sep 2017
Cycles in adversarial regularized learning P. Mertikopoulos Christos H. Papadimitriou Georgios Piliouras 61 322 0 08 Sep 2017
Towards Generalization and Simplicity in Continuous Control Aravind Rajeswaran Kendall Lowrey E. Todorov Sham Kakade OffRL 88 276 0 08 Mar 2017
Safe, Multi-Agent, Reinforcement Learning for Autonomous Driving Shai Shalev-Shwartz Shaked Shammah Amnon Shashua 111 840 0 11 Oct 2016
Trust Region Policy Optimization John Schulman Sergey Levine Philipp Moritz Michael I. Jordan Pieter Abbeel 277 6,793 0 19 Feb 2015