Nantas Nardelli

Most-cited papers

Counterfactual Multi-Agent Policy Gradients
Jakob N. Foerster, Gregory Farquhar, Triantafyllos Afouras, Nantas Nardelli +1 more
2017AAAI Conference on Artificial Intelligence2,882 citations Open access
Semantic Scholar
The StarCraft Multi-Agent Challenge
Mikayel Samvelyan, Tabish Rashid, C. S. D. Witt, Gregory Farquhar +6 more
2019Adaptive Agents and Multi-Agent Systems1,344 citations Open access
Semantic Scholar
Stabilising Experience Replay for Deep Multi-Agent Reinforcement Learning
Jakob N. Foerster, Nantas Nardelli, Gregory Farquhar, Triantafyllos Afouras +3 more
2017International Conference on Machine Learning703 citations
Semantic Scholar
A Survey of Reinforcement Learning Informed by Natural Language
Jelena Luketina, Nantas Nardelli, Gregory Farquhar, Jakob N. Foerster +4 more
2019International Joint Conference on Artificial Intelligence319 citations Open access
Semantic Scholar
The NetHack Learning Environment
Heinrich Kuttler, Nantas Nardelli, Alexander H. Miller, R. Raileanu +3 more
2020Neural Information Processing Systems258 citations
Semantic Scholar
TorchCraft: a Library for Machine Learning Research on Real-Time Strategy Games
Gabriel Synnaeve, Nantas Nardelli, Alex Auvolat, Soumith Chintala +4 more
2016arXiv.org112 citations
Semantic Scholar
Playing Doom with SLAM-Augmented Deep Reinforcement Learning
Shehroz Bhatti, A. Desmaison, O. Mikšík, Nantas Nardelli +2 more
2016arXiv.org70 citations
Semantic Scholar
TorchBeast: A PyTorch Platform for Distributed RL
Heinrich Küttler, Nantas Nardelli, Thibaut Lavril, Marco Selvatici +3 more
2019arXiv.org63 citations
Semantic Scholar
MVFST-RL: An Asynchronous RL Framework for Congestion Control with Delayed Actions
V. Sivakumar, Olivier Delalleau, Tim Rocktäschel, Alexander H. Miller +5 more
2019arXiv.org41 citations
Semantic Scholar
Value Propagation Networks
Nantas Nardelli, Gabriel Synnaeve, Ze-Ming Lin, Pushmeet Kohli +2 more
2018International Conference on Learning Representations28 citations
Semantic Scholar
WordCraft: An Environment for Benchmarking Commonsense Agents
Minqi Jiang, Jelena Luketina, Nantas Nardelli, Pasquale Minervini +3 more
2020arXiv.org26 citations
Semantic Scholar
Multitask Soft Option Learning
M. Igl, Andrew Gambardella, Nantas Nardelli, N. Siddharth +2 more
2019Conference on Uncertainty in Artificial Intelligence26 citations
Semantic Scholar
Counterfactual reasoning about intent for interactive navigation in dynamic environments
Alejandro Bordallo, Fabio Previtali, Nantas Nardelli, S. Ramamoorthy
2015IEEE/RJS International Conference on Intelligent RObots and Systems25 citations Open access
Semantic Scholar
Insights From the NeurIPS 2021 NetHack Challenge
Eric Hambro, S. Mohanty, Dmitrii Babaev, Mi-Ra Byeon +25 more
2022Neural Information Processing Systems22 citations Open access
Semantic Scholar
Affordable, manageable, practical, and scalable (AMPS) high-yield and high-gain inertial fusion
A. Alexander, L. Benedetti, I. Bhattacharyya, J. Bowen +62 more
2025Physics of Plasmas15 citations Open access
Semantic Scholar
Validation of FLASH for magnetically driven inertial confinement fusion target design
C. Ellison, Jonathan Carroll-Nellenback, Chiatai Chen, Scott Davidson +19 more
2025Physics of Plasmas9 citations Open access
Semantic Scholar
Simulation-Based Inference for Global Health Decisions
C. S. D. Witt, Bradley Gram-Hansen, Nantas Nardelli, Andrew Gambardella +7 more
2020arXiv.org5 citations
Semantic Scholar
Lessons from reinforcement learning for biological representations of space
Alexander Muryy, N. Siddharth, Nantas Nardelli, A. Glennerster +1 more
2019Vision Research4 citations Open access
Semantic Scholar
Can Reinforcement Learning support policy makers? A preliminary study with Integrated Assessment Models
Theo Wolf, Nantas Nardelli, John Shawe-Taylor, M. Pérez-Ortiz
2023arXiv.org3 citations
Semantic Scholar
Analysis of preheat propagation in MagLIF-like plasmas
F. García-Rubio, Scott Davidson, C. Ellison, N. Meezan +5 more
2025Physics of Plasmas2 citations Open access
Semantic Scholar
The StarCraft Multi-Agent Challenge Extended Abstract
Mikayel Samvelyan, Tabish Rashid, C. S. D. Witt, Gregory Farquhar +6 more
20192 citations
Semantic Scholar