Evaluating the Rainbow DQN Agent in Hanabi with Unseen Partners

Evaluating the Rainbow DQN Agent in Hanabi with Unseen Partners

28 April 2020

Julian Togelius

Papers citing "Evaluating the Rainbow DQN Agent in Hanabi with Unseen Partners"

17 / 17 papers shown

Title
"Other-Play" for Zero-Shot Coordination Hengyuan Hu Adam Lerer A. Peysakhovich Jakob N. Foerster VLM OffRL 143 219 0 06 Mar 2020
Improving Policies via Search in Cooperative Partially Observable Games Adam Lerer Hengyuan Hu Jakob N. Foerster Noam Brown 37 78 0 05 Dec 2019
Simplified Action Decoder for Deep Multi-Agent Reinforcement Learning Hengyuan Hu Jakob N. Foerster OffRL 26 82 0 04 Dec 2019
Diverse Agents for Ad-Hoc Cooperation in Hanabi Rodrigo Canaan Julian Togelius Andy Nealen Stefan Menzel 10 46 0 08 Jul 2019
Re-determinizing Information Set Monte Carlo Tree Search in Hanabi J. Goodman 33 14 0 16 Feb 2019
AlphaStar: An Evolutionary Computation Perspective Kai Arulkumaran Antoine Cully Julian Togelius 25 183 0 05 Feb 2019
The Hanabi Challenge: A New Frontier for AI Research Nolan Bard Jakob N. Foerster A. Chandar Neil Burch Marc Lanctot ... Iain Dunning Shibl Mourad Hugo Larochelle Marc G. Bellemare Michael Bowling LLMAG 28 351 0 01 Feb 2019
Bayesian Action Decoder for Deep Multi-Agent Reinforcement Learning Jakob N. Foerster H. F. Song Edward Hughes Neil Burch Iain Dunning Shimon Whiteson M. Botvinick Michael Bowling 38 148 0 04 Nov 2018
Evolving Agents for the Hanabi 2018 CIG Competition Rodrigo Canaan Haotian Shen R. Torrado Julian Togelius Andy Nealen Stefan Menzel 12 25 0 26 Sep 2018
Towards Game-based Metrics for Computational Co-creativity Rodrigo Canaan Stefan Menzel Julian Togelius Andy Nealen 29 9 0 26 Sep 2018
IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures L. Espeholt Hubert Soyer Rémi Munos Karen Simonyan Volodymyr Mnih ... Vlad Firoiu Tim Harley Iain Dunning Shane Legg Koray Kavukcuoglu 138 1,584 0 05 Feb 2018
Rainbow: Combining Improvements in Deep Reinforcement Learning Matteo Hessel Joseph Modayil H. V. Hasselt Tom Schaul Georg Ostrovski Will Dabney Dan Horgan Bilal Piot M. G. Azar David Silver OffRL 87 2,255 0 06 Oct 2017
Evaluating and Modelling Hanabi-Playing Agents Joseph Walton-Rivers P. R. Williams R. Bartle Diego Perez-Liebana Simon Lucas LLMAG 21 49 0 24 Apr 2017
Illuminating search spaces by mapping elites Jean-Baptiste Mouret Jeff Clune 46 728 0 20 Apr 2015
Playing Atari with Deep Reinforcement Learning Volodymyr Mnih Koray Kavukcuoglu David Silver Alex Graves Ioannis Antonoglou Daan Wierstra Martin Riedmiller 78 12,163 0 19 Dec 2013
The Arcade Learning Environment: An Evaluation Platform for General Agents Marc G. Bellemare Yavar Naddaf J. Veness Michael Bowling 61 2,992 0 19 Jul 2012
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 356 7,650 0 03 Jul 2012