Dungeons and Data: A Large-Scale NetHack Dataset

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Dungeons and Data: A Large-Scale NetHack Dataset

Neural Information Processing Systems (NeurIPS), 2022

1 November 2022

Roberta Raileanu

Tim Rocktaschel

Heinrich Küttler

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Papers citing "Dungeons and Data: A Large-Scale NetHack Dataset"

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Title
ProgRM: Build Better GUI Agents with Progress Rewards Danyang Zhang Situo Zhang Ziyue Yang Zichen Zhu Zihan Zhao Ruisheng Cao Lu Chen Kai Yu 227 6 0 23 May 2025
BALROG: Benchmarking Agentic LLM and VLM Reasoning On GamesInternational Conference on Learning Representations (ICLR), 2024 Davide Paglieri Bartłomiej Cupiał Samuel Coward Ulyana Piterbarg Maciej Wolczyk ... Lerrel Pinto Rob Fergus Jakob Foerster Jack Parker-Holder Tim Rocktaschel LLMAG LRM 514 65 0 20 Nov 2024
Fine-tuning Reinforcement Learning Models is Secretly a Forgetting Mitigation ProblemInternational Conference on Machine Learning (ICML), 2024 Maciej Wolczyk Bartłomiej Cupiał M. Ostaszewski Michal Bortkiewicz Michal Zajkac Razvan Pascanu Lukasz Kuciñski Piotr Milo's CLL 340 25 0 05 Feb 2024
Emergence of In-Context Reinforcement Learning from Noise Distillation Ilya Zisman Vladislav Kurenkov Alexander Nikulin Viacheslav Sinii Sergey Kolesnikov OffRL 346 24 0 19 Dec 2023
diff History for Neural Language AgentsInternational Conference on Machine Learning (ICML), 2023 Ulyana Piterbarg Lerrel Pinto Rob Fergus 263 3 0 12 Dec 2023
The Generalization Gap in Offline Reinforcement LearningInternational Conference on Learning Representations (ICLR), 2023 Ishita Mediratta Qingfei You Minqi Jiang Roberta Raileanu OffRL 350 22 0 10 Dec 2023
Motif: Intrinsic Motivation from Artificial Intelligence FeedbackInternational Conference on Learning Representations (ICLR), 2023 Martin Klissarov P. DÓro Shagun Sodhani Roberta Raileanu Pierre-Luc Bacon Pascal Vincent Amy Zhang Mikael Henaff LRM LLMAG 219 88 0 29 Sep 2023
Scaling Laws for Imitation Learning in Single-Agent Games Jens Tuyls Dhruv Madeka Kari Torkkola Dean Phillips Foster Karthik Narasimhan Sham Kakade 198 8 0 18 Jul 2023
LuckyMera: a Modular AI Framework for Building Hybrid NetHack AgentsIntelligenza Artificiale (IA), 2023 Luigi Quarantiello Simone Marzeddu Antonio Guzzi Vincenzo Lomonaco 122 0 0 17 Jul 2023
Katakomba: Tools and Benchmarks for Data-Driven NetHackNeural Information Processing Systems (NeurIPS), 2023 Vladislav Kurenkov Alexander Nikulin Denis Tarasov Sergey Kolesnikov OffRL 223 5 0 14 Jun 2023
Hyperparameters in Reinforcement Learning and How To Tune ThemInternational Conference on Machine Learning (ICML), 2023 Theresa Eimer Marius Lindauer Roberta Raileanu OffRL 397 69 0 02 Jun 2023
NetHack is Hard to HackNeural Information Processing Systems (NeurIPS), 2023 Ulyana Piterbarg Lerrel Pinto Rob Fergus 191 8 0 30 May 2023