Alert button
Picture for Charles Beattie

Charles Beattie

Alert button

Scalable Evaluation of Multi-Agent Reinforcement Learning with Melting Pot

Jul 14, 2021
Joel Z. Leibo, Edgar Duéñez-Guzmán, Alexander Sasha Vezhnevets, John P. Agapiou, Peter Sunehag, Raphael Koster, Jayd Matyas, Charles Beattie, Igor Mordatch, Thore Graepel

Figure 1 for Scalable Evaluation of Multi-Agent Reinforcement Learning with Melting Pot
Figure 2 for Scalable Evaluation of Multi-Agent Reinforcement Learning with Melting Pot
Figure 3 for Scalable Evaluation of Multi-Agent Reinforcement Learning with Melting Pot
Figure 4 for Scalable Evaluation of Multi-Agent Reinforcement Learning with Melting Pot
Viaarxiv icon

DeepMind Lab2D

Dec 12, 2020
Charles Beattie, Thomas Köppe, Edgar A. Duéñez-Guzmán, Joel Z. Leibo

Figure 1 for DeepMind Lab2D
Figure 2 for DeepMind Lab2D
Viaarxiv icon

Human-level performance in first-person multiplayer games with population-based deep reinforcement learning

Jul 03, 2018
Max Jaderberg, Wojciech M. Czarnecki, Iain Dunning, Luke Marris, Guy Lever, Antonio Garcia Castaneda, Charles Beattie, Neil C. Rabinowitz, Ari S. Morcos, Avraham Ruderman, Nicolas Sonnerat, Tim Green, Louise Deason, Joel Z. Leibo, David Silver, Demis Hassabis, Koray Kavukcuoglu, Thore Graepel

Viaarxiv icon

Psychlab: A Psychology Laboratory for Deep Reinforcement Learning Agents

Feb 04, 2018
Joel Z. Leibo, Cyprien de Masson d'Autume, Daniel Zoran, David Amos, Charles Beattie, Keith Anderson, Antonio García Castañeda, Manuel Sanchez, Simon Green, Audrunas Gruslys, Shane Legg, Demis Hassabis, Matthew M. Botvinick

Figure 1 for Psychlab: A Psychology Laboratory for Deep Reinforcement Learning Agents
Figure 2 for Psychlab: A Psychology Laboratory for Deep Reinforcement Learning Agents
Figure 3 for Psychlab: A Psychology Laboratory for Deep Reinforcement Learning Agents
Figure 4 for Psychlab: A Psychology Laboratory for Deep Reinforcement Learning Agents
Viaarxiv icon

A multi-agent reinforcement learning model of common-pool resource appropriation

Sep 06, 2017
Julien Perolat, Joel Z. Leibo, Vinicius Zambaldi, Charles Beattie, Karl Tuyls, Thore Graepel

Figure 1 for A multi-agent reinforcement learning model of common-pool resource appropriation
Figure 2 for A multi-agent reinforcement learning model of common-pool resource appropriation
Figure 3 for A multi-agent reinforcement learning model of common-pool resource appropriation
Figure 4 for A multi-agent reinforcement learning model of common-pool resource appropriation
Viaarxiv icon

DeepMind Lab

Dec 13, 2016
Charles Beattie, Joel Z. Leibo, Denis Teplyashin, Tom Ward, Marcus Wainwright, Heinrich Küttler, Andrew Lefrancq, Simon Green, Víctor Valdés, Amir Sadik, Julian Schrittwieser, Keith Anderson, Sarah York, Max Cant, Adam Cain, Adrian Bolton, Stephen Gaffney, Helen King, Demis Hassabis, Shane Legg, Stig Petersen

Figure 1 for DeepMind Lab
Figure 2 for DeepMind Lab
Figure 3 for DeepMind Lab
Figure 4 for DeepMind Lab
Viaarxiv icon

Massively Parallel Methods for Deep Reinforcement Learning

Jul 16, 2015
Arun Nair, Praveen Srinivasan, Sam Blackwell, Cagdas Alcicek, Rory Fearon, Alessandro De Maria, Vedavyas Panneershelvam, Mustafa Suleyman, Charles Beattie, Stig Petersen, Shane Legg, Volodymyr Mnih, Koray Kavukcuoglu, David Silver

Figure 1 for Massively Parallel Methods for Deep Reinforcement Learning
Figure 2 for Massively Parallel Methods for Deep Reinforcement Learning
Figure 3 for Massively Parallel Methods for Deep Reinforcement Learning
Figure 4 for Massively Parallel Methods for Deep Reinforcement Learning
Viaarxiv icon