MiniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning
Research

MiniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning Research

27 September 2021

Mikayel Samvelyan

Jack Parker-Holder

Heinrich Küttler

Edward Grefenstette

Tim Rocktaschel

Papers citing "MiniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning Research"

14 / 64 papers shown

Title
Learning to Query Internet Text for Informing Reinforcement Learning Agents Kolby Nottingham Alekhya Pyla Sameer Singh Roy Fox RALM 11 3 0 25 May 2022
The Ludii Game Description Language is Universal Dennis J. N. J. Soemers Éric Piette Matthew Stephenson C. Browne ELM 17 3 0 01 May 2022
Mind the gap: Challenges of deep learning approaches to Theory of Mind Jaan Aru Aqeel Labash Oriol Corcoll Raul Vicente 20 26 0 30 Mar 2022
Insights From the NeurIPS 2021 NetHack Challenge Eric Hambro Sharada Mohanty Dmitrii Babaev Mi-Ra Byeon Dipam Chakraborty ... Dan Rothermel Mikayel Samvelyan Dmitry Sorokin Maciej Sypetkowski Michal Sypetkowski 15 16 0 22 Mar 2022
L2Explorer: A Lifelong Reinforcement Learning Assessment Environment Erik C. Johnson Eric Q. Nguyen B. Schreurs Chigozie Ewulum C. Ashcraft Neil Fendley Megan M. Baker Alexander New Gautam K. Vallabha 11 9 0 14 Mar 2022
Evolving Curricula with Regret-Based Environment Design Jack Parker-Holder Minqi Jiang Michael Dennis Mikayel Samvelyan Jakob N. Foerster Edward Grefenstette Tim Rocktaschel 31 115 0 02 Mar 2022
Improving Intrinsic Exploration with Language Abstractions Jesse Mu Victor Zhong Roberta Raileanu Minqi Jiang Noah D. Goodman Tim Rocktaschel Edward Grefenstette 103 63 0 17 Feb 2022
Contextualize Me -- The Case for Context in Reinforcement Learning C. Benjamins Theresa Eimer Frederik Schubert Aditya Mohan Sebastian Dohler André Biedenkapp Bodo Rosenhahn Frank Hutter Marius Lindauer OffRL 22 29 0 09 Feb 2022
Automated Reinforcement Learning (AutoRL): A Survey and Open Problems Jack Parker-Holder Raghunandan Rajan Xingyou Song André Biedenkapp Yingjie Miao ... Vu-Linh Nguyen Roberto Calandra Aleksandra Faust Frank Hutter Marius Lindauer AI4CE 30 100 0 11 Jan 2022
A Survey of Zero-shot Generalisation in Deep Reinforcement Learning Robert Kirk Amy Zhang Edward Grefenstette Tim Rocktaschel OffRL 17 155 0 18 Nov 2021
SILG: The Multi-environment Symbolic Interactive Language Grounding Benchmark Victor Zhong Austin W. Hanjie Sida Wang Karthik Narasimhan Luke Zettlemoyer 11 12 0 20 Oct 2021
CORA: Benchmarks, Baselines, and Metrics as a Platform for Continual Reinforcement Learning Agents Sam Powers Eliot Xing Eric Kolve Roozbeh Mottaghi Abhinav Gupta OffRL 26 38 0 19 Oct 2021
Situated Dialogue Learning through Procedural Environment Generation Prithviraj Ammanabrolu Renee Jia Mark O. Riedl 103 14 0 07 Oct 2021
CARL: A Benchmark for Contextual and Adaptive Reinforcement Learning C. Benjamins Theresa Eimer Frederik Schubert André Biedenkapp Bodo Rosenhahn Frank Hutter Marius Lindauer OffRL 41 23 0 05 Oct 2021