LIGS: Learnable Intrinsic-Reward Generation Selection for Multi-Agent
Learning

LIGS: Learnable Intrinsic-Reward Generation Selection for Multi-Agent Learning

5 December 2021

Taher Jafferjee

Jianhong Wang

Oliver Slumbers

Nicolas Perez Nieves

Jun Wang

Papers citing "LIGS: Learnable Intrinsic-Reward Generation Selection for Multi-Agent Learning"

16 / 16 papers shown

Title
Stochastic Games with Minimally Bounded Action Costs David Mguni 29 0 0 25 Jul 2024
Intrinsic Action Tendency Consistency for Cooperative Multi-Agent Reinforcement Learning Junkai Zhang Yifan Zhang Xi Sheryl Zhang Yifan Zang Jian Cheng 36 4 0 26 Jun 2024
LAGMA: LAtent Goal-guided Multi-Agent Reinforcement Learning Hyungho Na IL-Chul Moon 41 1 0 30 May 2024
Efficient Episodic Memory Utilization of Cooperative Multi-Agent Reinforcement Learning Hyungho Na Yunkyeong Seo IL-Chul Moon 24 7 0 02 Mar 2024
Open Ad Hoc Teamwork with Cooperative Game Theory Jianhong Wang Yang Li Yuan Zhang Wei Pan Samuel Kaski 19 3 0 23 Feb 2024
All Language Models Large and Small Zhixun Chen Yali Du D. Mguni 24 0 0 19 Feb 2024
Multi-Agent Reinforcement Learning for Maritime Operational Technology Cyber Security Alec Wilson Ryan Menzies Neela Morarji David Foster M. C. Mont E. Turkbeyler Lisa Gralewski 16 4 0 18 Jan 2024
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 30 1 0 13 Dec 2023
MANSA: Learning Fast and Slow in Multi-Agent Systems D. Mguni Hao Chen Taher Jafferjee Jianhong Wang Long Fei Xidong Feng Stephen Marcus McAleer Feifei Tong Jun Wang Yaodong Yang 30 1 0 12 Feb 2023
Ensemble Value Functions for Efficient Exploration in Multi-Agent Reinforcement Learning Lukas Schafer Oliver Slumbers Stephen Marcus McAleer Yali Du Stefano V. Albrecht D. Mguni 74 7 0 07 Feb 2023
Towards a Standardised Performance Evaluation Protocol for Cooperative MARL R. Gorsane Omayma Mahjoub Ruan de Kock Roland Dubb Siddarth S. Singh Arnu Pretorius OffRL 39 49 0 21 Sep 2022
Taming Multi-Agent Reinforcement Learning with Estimator Variance Reduction Taher Jafferjee Juliusz Ziomek Tianpei Yang Zipeng Dai Jianhong Wang Matthew E. Taylor Kun Shao J. Wang D. Mguni 29 0 0 02 Sep 2022
Multi-Agent Reinforcement Learning is a Sequence Modeling Problem Muning Wen J. Kuba Runji Lin Weinan Zhang Ying Wen J. Wang Yaodong Yang 26 178 0 30 May 2022
DESTA: A Framework for Safe Reinforcement Learning with Markov Games of Intervention D. Mguni Usman Islam Taher Jafferjee Xiuling Zhang Joel Jennings Aivar Sootla Changmin Yu Ziyan Wang Jun Wang Yaodong Yang OffRL 26 7 0 27 Oct 2021
SMARTS: Scalable Multi-Agent Reinforcement Learning Training School for Autonomous Driving Ming Zhou Jun-Jie Luo Julian Villela Yaodong Yang David Rusu ... H. Ammar Hongbo Zhang Wulong Liu Jianye Hao Jun Wang 136 193 0 19 Oct 2020
MAVEN: Multi-Agent Variational Exploration Anuj Mahajan Tabish Rashid Mikayel Samvelyan Shimon Whiteson DRL 135 355 0 16 Oct 2019