Robust Multi-Agent Reinforcement Learning with Social Empowerment for
Coordination and Communication

Robust Multi-Agent Reinforcement Learning with Social Empowerment for Coordination and Communication

15 December 2020

T. V. D. Heiden

Christoph Salge

Papers citing "Robust Multi-Agent Reinforcement Learning with Social Empowerment for Coordination and Communication"

14 / 14 papers shown

Title
Social Navigation with Human Empowerment driven Deep Reinforcement Learning T. V. D. Heiden Christian Weiss H. V. Hoof 59 13 0 18 Mar 2020
"Other-Play" for Zero-Shot Coordination Hengyuan Hu Adam Lerer A. Peysakhovich Jakob N. Foerster VLM OffRL 168 221 0 06 Mar 2020
Large-Scale Study of Curiosity-Driven Learning Yuri Burda Harrison Edwards Deepak Pathak Amos Storkey Trevor Darrell Alexei A. Efros LRM 69 703 0 13 Aug 2018
Learning to Share and Hide Intentions using Information Regularization D. Strouse Max Kleiman-Weiner J. Tenenbaum M. Botvinick D. Schwab 44 60 0 06 Aug 2018
Measuring collaborative emergent behavior in multi-agent reinforcement learning Sean L. Barton Nicholas R. Waytowich Erin G. Zaroukian Derrik E. Asher 37 28 0 23 Jul 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 104 725 0 03 Jul 2018
A unified strategy for implementing curiosity and empowerment driven reinforcement learning Ildefons Magrans de Abril Ryota Kanai 62 20 0 18 Jun 2018
New And Surprising Ways to Be Mean. Adversarial NPCs with Coupled Empowerment Minimisation Christian Guckelsberger Christoph Salge Julian Togelius 35 16 0 04 Jun 2018
Diversity is All You Need: Learning Skills without a Reward Function Benjamin Eysenbach Abhishek Gupta Julian Ibarz Sergey Levine 99 1,085 0 16 Feb 2018
Unsupervised Real-Time Control through Variational Empowerment Maximilian Karl Maximilian Soelch Philip Becker-Ehmck Djalel Benbouzid Patrick van der Smagt Justin Bayer 59 55 0 13 Oct 2017
Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments Ryan J. Lowe Yi Wu Aviv Tamar J. Harb Pieter Abbeel Igor Mordatch 140 4,482 0 07 Jun 2017
Curiosity-driven Exploration by Self-supervised Prediction Deepak Pathak Pulkit Agrawal Alexei A. Efros Trevor Darrell LRM SSL 106 2,437 0 15 May 2017
Variational Intrinsic Control Karol Gregor Danilo Jimenez Rezende Daan Wierstra DRL OffRL 70 428 0 22 Nov 2016
Continuous control with deep reinforcement learning Timothy Lillicrap Jonathan J. Hunt Alexander Pritzel N. Heess Tom Erez Yuval Tassa David Silver Daan Wierstra 318 13,237 0 09 Sep 2015