Stackelberg Actor-Critic: Game-Theoretic Reinforcement Learning
Algorithms

Stackelberg Actor-Critic: Game-Theoretic Reinforcement Learning Algorithms

25 September 2021

Benjamin J. Chasnov

Lillian J. Ratliff

Papers citing "Stackelberg Actor-Critic: Game-Theoretic Reinforcement Learning Algorithms"

15 / 15 papers shown

Title
Safe Multi-Agent Reinforcement Learning with Bilevel Optimization in Autonomous Driving Zhi Zheng Shangding Gu 33 2 0 28 May 2024
Bi-CL: A Reinforcement Learning Framework for Robots Coordination Through Bi-level Optimization Zechen Hu Daigo Shishika Xuesu Xiao Xuan Wang 44 2 0 23 Apr 2024
Improving the interpretability of GNN predictions through conformal-based graph sparsification Pablo Sánchez-Martín Kinaan Aamir Khan Isabel Valera 29 3 0 18 Apr 2024
Belief-Enriched Pessimistic Q-Learning against Adversarial State Perturbations Xiaolin Sun Zizhan Zheng OnRL 19 1 0 06 Mar 2024
SMORE: Score Models for Offline Goal-Conditioned Reinforcement Learning Harshit S. Sikchi Rohan Chitnis Ahmed Touati A. Geramifard Amy Zhang S. Niekum OffRL 28 6 0 03 Nov 2023
Cooperation Dynamics in Multi-Agent Systems: Exploring Game-Theoretic Scenarios with Mean-Field Equilibria Vaigarai Sathi Sabahat Shaik Jaswanth Nidamanuri 15 0 0 28 Sep 2023
Stackelberg Driver Model for Continual Policy Improvement in Scenario-Based Closed-Loop Autonomous Driving Haoyi Niu Qimao Chen Yingyue Li Yi Zhang Jianming Hu 30 3 0 25 Sep 2023
Stackelberg Games for Learning Emergent Behaviors During Competitive Autocurricula Boling Yang Liyuan Zheng Lillian J. Ratliff Byron Boots Joshua R. Smith 22 3 0 04 May 2023
Uncoupled Learning of Differential Stackelberg Equilibria with Commitments R. Loftin M. Çelikok H. V. Hoof Samuel Kaski F. Oliehoek 22 1 0 07 Feb 2023
Provably Efficient Model-free RL in Leader-Follower MDP with Linear Function Approximation A. Ghosh 15 2 0 28 Nov 2022
Robust Forecasting for Robotic Control: A Game-Theoretic Approach Shubhankar Agarwal David Fridovich-Keil Sandeep P. Chinchali AI4TS 14 3 0 22 Sep 2022
Beyond backpropagation: bilevel optimization through implicit differentiation and equilibrium propagation Nicolas Zucchet João Sacramento 20 12 0 06 May 2022
A Ranking Game for Imitation Learning Harshit S. Sikchi Akanksha Saran Wonjoon Goo S. Niekum OffRL 14 21 0 07 Feb 2022
Adversarially Trained Actor Critic for Offline Reinforcement Learning Ching-An Cheng Tengyang Xie Nan Jiang Alekh Agarwal OffRL 9 123 0 05 Feb 2022
Bi-level Actor-Critic for Multi-agent Coordination Haifeng Zhang Weizhe Chen Zeren Huang Minne Li Yaodong Yang Weinan Zhang Jun Wang 96 90 0 08 Sep 2019