Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Nantas Nardelli

WordCraft: An Environment for Benchmarking Commonsense Agents


Jul 17, 2020
Minqi Jiang, Jelena Luketina, Nantas Nardelli, Pasquale Minervini, Philip H. S. Torr, Shimon Whiteson, Tim Rockt├Ąschel


  Access Paper or Ask Questions

The NetHack Learning Environment


Jun 24, 2020
Heinrich K├╝ttler, Nantas Nardelli, Alexander H. Miller, Roberta Raileanu, Marco Selvatici, Edward Grefenstette, Tim Rockt├Ąschel

* 27 pages 

  Access Paper or Ask Questions

Simulation-Based Inference for Global Health Decisions


May 14, 2020
Christian Schroeder de Witt, Bradley Gram-Hansen, Nantas Nardelli, Andrew Gambardella, Rob Zinkov, Puneet Dokania, N. Siddharth, Ana Belen Espinosa-Gonzalez, Ara Darzi, Philip Torr, At─▒l─▒m G├╝ne┼č Baydin


  Access Paper or Ask Questions

Lessons from reinforcement learning for biological representations of space


Dec 13, 2019
Alex Muryy, N. Siddharth, Nantas Nardelli, Andrew Glennerster, Philip H. S. Torr

* 33 pages including Appendix, 5 figures plus 3 figures in Appendix 

  Access Paper or Ask Questions

MVFST-RL: An Asynchronous RL Framework for Congestion Control with Delayed Actions


Oct 30, 2019
Viswanath Sivakumar, Tim Rockt├Ąschel, Alexander H. Miller, Heinrich K├╝ttler, Nantas Nardelli, Mike Rabbat, Joelle Pineau, Sebastian Riedel

* Workshop on ML for Systems at NeurIPS 2019 

  Access Paper or Ask Questions

TorchBeast: A PyTorch Platform for Distributed RL


Oct 08, 2019
Heinrich K├╝ttler, Nantas Nardelli, Thibaut Lavril, Marco Selvatici, Viswanath Sivakumar, Tim Rockt├Ąschel, Edward Grefenstette


  Access Paper or Ask Questions

A Survey of Reinforcement Learning Informed by Natural Language


Jun 10, 2019
Jelena Luketina, Nantas Nardelli, Gregory Farquhar, Jakob Foerster, Jacob Andreas, Edward Grefenstette, Shimon Whiteson, Tim Rockt├Ąschel

* Published at IJCAI'19 

  Access Paper or Ask Questions

Multitask Soft Option Learning


Apr 01, 2019
Maximilian Igl, Andrew Gambardella, Nantas Nardelli, N. Siddharth, Wendelin B├Âhmer, Shimon Whiteson


  Access Paper or Ask Questions

The StarCraft Multi-Agent Challenge


Feb 26, 2019
Mikayel Samvelyan, Tabish Rashid, Christian Schroeder de Witt, Gregory Farquhar, Nantas Nardelli, Tim G. J. Rudner, Chia-Man Hung, Philip H. S. Torr, Jakob Foerster, Shimon Whiteson


  Access Paper or Ask Questions

Value Propagation Networks


May 28, 2018
Nantas Nardelli, Gabriel Synnaeve, Zeming Lin, Pushmeet Kohli, Philip H. S. Torr, Nicolas Usunier


  Access Paper or Ask Questions

Stabilising Experience Replay for Deep Multi-Agent Reinforcement Learning


May 21, 2018
Jakob Foerster, Nantas Nardelli, Gregory Farquhar, Triantafyllos Afouras, Philip H. S. Torr, Pushmeet Kohli, Shimon Whiteson

* Camera-ready version, International Conference of Machine Learning 2017; updated to fix print-breaking image 

  Access Paper or Ask Questions

Counterfactual Multi-Agent Policy Gradients


Dec 14, 2017
Jakob Foerster, Gregory Farquhar, Triantafyllos Afouras, Nantas Nardelli, Shimon Whiteson


  Access Paper or Ask Questions

Playing Doom with SLAM-Augmented Deep Reinforcement Learning


Dec 01, 2016
Shehroze Bhatti, Alban Desmaison, Ondrej Miksik, Nantas Nardelli, N. Siddharth, Philip H. S. Torr


  Access Paper or Ask Questions

TorchCraft: a Library for Machine Learning Research on Real-Time Strategy Games


Nov 03, 2016
Gabriel Synnaeve, Nantas Nardelli, Alex Auvolat, Soumith Chintala, Timoth├ęe Lacroix, Zeming Lin, Florian Richoux, Nicolas Usunier


  Access Paper or Ask Questions