MineRL: A Large-Scale Dataset of Minecraft Demonstrations

29 July 2019

Papers citing "MineRL: A Large-Scale Dataset of Minecraft Demonstrations"

46 / 146 papers shown

Title
NovelCraft: A Dataset for Novelty Detection and Discovery in Open Worlds Patrick Feeney Sarah Schneider Panagiotis Lymperopoulos Liping Liu matthias. scheutz Michael C. Hughes Dept. of Computer Science 41 5 0 23 Jun 2022
Predicting Team Performance with Spatial Temporal Graph Convolutional Networks Shengnan Hu G. Sukthankar GNN 23 2 0 21 Jun 2022
MineDojo: Building Open-Ended Embodied Agents with Internet-Scale Knowledge Linxi Fan Guanzhi Wang Yunfan Jiang Ajay Mandlekar Yuncong Yang Haoyi Zhu Andrew Tang De-An Huang Yuke Zhu Anima Anandkumar LM&Ro 57 352 0 17 Jun 2022
Challenges to Solving Combinatorially Hard Long-Horizon Deep RL Tasks Andrew C. Li Pashootan Vaezipoor Rodrigo Toro Icarte Sheila A. McIlraith OffRL LRM 24 4 0 03 Jun 2022
IGLU Gridworld: Simple and Fast Environment for Embodied Dialog Agents Artem Zholus Alexey Skrynnik Shrestha Mohanty Zoya Volovikova Julia Kiseleva Artur Szlam Marc-Alexandre Côté Aleksandr I. Panov VLM LM&Ro AI4CE 25 13 0 31 May 2022
Flexible Diffusion Modeling of Long Videos William Harvey Saeid Naderiparizi Vaden Masrani Christian D. Weilbach Frank Wood DiffM BDL VGen 176 287 0 23 May 2022
Binding Actions to Objects in World Models Ondrej Biza Robert W. Platt Jan-Willem van de Meent Lawson L. S. Wong Thomas Kipf OCL 18 7 0 27 Apr 2022
Learning to Execute Actions or Ask Clarification Questions Zhengxiang Shi Yue Feng Aldo Lipani LM&Ro 23 44 0 18 Apr 2022
Mind the gap: Challenges of deep learning approaches to Theory of Mind Jaan Aru Aqeel Labash Oriol Corcoll Raul Vicente 28 26 0 30 Mar 2022
Possibility Before Utility: Learning And Using Hierarchical Affordances Robby Costales Shariq Iqbal Fei Sha 29 5 0 23 Mar 2022
MineRL Diamond 2021 Competition: Overview, Results, and Lessons Learned Anssi Kanervisto Stephanie Milani Karolis Ramanauskas Nicholay Topin Zichuan Lin ... Franccois Fleuret Alexander Nikulin Yury Belousov Oleg Svidchenko A. Shpilman OffRL 60 32 0 17 Feb 2022
Toward a Minecraft Mod for Early Detection of Alzheimer's Disease in Young Adults Satoko Ito R. Thawonmas Pujana Paliyawan 17 0 0 25 Jan 2022
Improving Behavioural Cloning with Human-Driven Dynamic Dataset Augmentation Federico Malato Joona Jehkonen Ville Hautamaki 21 1 0 19 Jan 2022
JueWu-MC: Playing Minecraft with Sample-efficient Hierarchical Reinforcement Learning Zichuan Lin Junyou Li Jianing Shi Deheng Ye Qiang Fu Wei Yang BDL 45 34 0 07 Dec 2021
Combining Learning from Human Feedback and Knowledge Engineering to Solve Hierarchical Tasks in Minecraft Vinicius G. Goecks Nicholas R. Waytowich David Watkins Bharat Prakash 13 7 0 07 Dec 2021
SEIHAI: A Sample-efficient Hierarchical AI for the MineRL Competition Hangyu Mao Chao Wang Xiaotian Hao Yihuan Mao Yiming Lu Chengjie Wu Jianye Hao Dong Li Pingzhong Tang 27 26 0 17 Nov 2021
Self-Supervised Disentangled Representation Learning for Third-Person Imitation Learning Jinghuan Shang Michael S. Ryoo SSL 24 24 0 02 Aug 2021
Megaverse: Simulating Embodied Agents at One Million Experiences per Second Aleksei Petrenko Erik Wijmans Brennan Shacklett V. Koltun LM&Ro VGen 23 22 0 17 Jul 2021
A Systematic Survey of Text Worlds as Embodied Natural Language Environments Peter Alexander Jansen LM&Ro 31 22 0 08 Jul 2021
Multi-task curriculum learning in a complex, visual, hard-exploration domain: Minecraft I. Kanitscheider Joost Huizinga David Farhi William H. Guss Brandon Houghton ... Bowen Baker Adrien Ecoffet Jie Tang Oleg Klimov Jeff Clune 29 21 0 28 Jun 2021
Imitation Learning: Progress, Taxonomies and Challenges Boyuan Zheng Sunny Verma Jianlong Zhou Ivor Tsang Fang Chen 25 85 0 23 Jun 2021
Learning to See by Looking at Noise Manel Baradad Jonas Wulff Tongzhou Wang Phillip Isola Antonio Torralba 33 89 0 10 Jun 2021
Towards robust and domain agnostic reinforcement learning competitions William H. Guss Stephanie Milani Nicholay Topin Brandon Houghton Sharada Mohanty ... Lu Liu Daichi Nishio Toi Tsuneda Karolis Ramanauskas Gabija Juceviciute OOD 27 2 0 07 Jun 2021
AndroidEnv: A Reinforcement Learning Platform for Android Daniel Toyama P. Hamel Anita Gergely Gheorghe Comanici Amelia Glaese Zafarali Ahmed Tyler Jackson Shibl Mourad Doina Precup VLM SSeg 11 69 0 27 May 2021
Modular Procedural Generation for Voxel Maps A. Pyarelal Aditya Banerjee Kobus Barnard 14 1 0 18 Apr 2021
Counter-Strike Deathmatch with Large-Scale Behavioural Cloning Tim Pearce Jun Zhu 35 417 0 09 Apr 2021
The Multi-Agent Behavior Dataset: Mouse Dyadic Social Interactions Jennifer J. Sun Tomomi Karigo Dipam Chakraborty Sharada Mohanty Benjamin Wild ... Chen Chen D. Anderson Pietro Perona Yisong Yue Ann Kennedy 32 48 0 06 Apr 2021
Simultaneous Navigation and Construction Benchmarking Environments Wenyu Han Chen Feng Haoran Wu Alexander Gao Armand Jordana Dong Liu Lerrel Pinto Ludovic Righetti 22 0 0 31 Mar 2021
Measuring Sample Efficiency and Generalization in Reinforcement Learning Benchmarks: NeurIPS 2020 Procgen Benchmark Sharada Mohanty Jyotish Poonganam Adrien Gaidon Andrey Kolobov Blake Wulfe ... Jacob Hilton William H. Guss Sahika Genc John Schulman K. Cobbe 34 22 0 29 Mar 2021
Clockwork Variational Autoencoders Vaibhav Saxena Jimmy Ba Danijar Hafner VGen DRL 29 49 0 18 Feb 2021
The MineRL 2020 Competition on Sample Efficient Reinforcement Learning using Human Priors William H. Guss Cayden R. Codel Katja Hofmann Brandon Houghton Noburu Kuno ... John Schulman Manuela Veloso Nicholay Topin Avinash Ummadisingu Phillip Wang OffRL 17 63 0 26 Jan 2021
Evaluating Agents without Rewards Brendon Matusch Jimmy Ba Jimmy Ba Danijar Hafner 32 12 0 21 Dec 2020
OpenHoldem: A Benchmark for Large-Scale Imperfect-Information Game Research Kai Li Hang Xu Enmin Zhao Zhe Wu Junliang Xing VLM 19 0 0 11 Dec 2020
EvoCraft: A New Challenge for Open-Endedness Djordje Grbic Rasmus Berg Palm Elias Najarro Claire Glanois S. Risi 24 30 0 08 Dec 2020
Demonstration-efficient Inverse Reinforcement Learning in Procedurally Generated Environments Alessandro Sestini A. Kuhnle Andrew D. Bagdanov 14 7 0 04 Dec 2020
Align-RUDDER: Learning From Few Demonstrations by Reward Redistribution Vihang Patil M. Hofmarcher Marius-Constantin Dinu Matthias Dorfer P. Blies Johannes Brandstetter Jose A. Arjona-Medina Sepp Hochreiter 27 42 0 29 Sep 2020
Exploring the Impacts from Datasets to Monocular Depth Estimation (MDE) Models with MineNavi Xiangtong Wang Binbin Liang Menglong Yang W. Li 11 0 0 19 Aug 2020
Learning to Reason in Round-based Games: Multi-task Sequence Generation for Purchasing Decision Making in First-person Shooters Yilei Zeng Deren Lei Beichen Li Gangrong Jiang Emilio Ferrara M. Zyda LRM 25 3 0 12 Aug 2020
Scaling Imitation Learning in Minecraft Artemij Amiranashvili Nicolai Dorka Wolfram Burgard V. Koltun Thomas Brox MLAU 19 15 0 06 Jul 2020
Guaranteeing Reproducibility in Deep Learning Competitions Brandon Houghton Stephanie Milani Nicholay Topin William H. Guss Katja Hofmann Diego Perez-Liebana Manuela Veloso Ruslan Salakhutdinov OOD 27 8 0 12 May 2020
Playing Minecraft with Behavioural Cloning Anssi Kanervisto Janne Karttunen Ville Hautamaki 28 12 0 07 May 2020
Benchmarking End-to-End Behavioural Cloning on Video Games Anssi Kanervisto J. Pussinen Ville Hautamaki OffRL 22 24 0 02 Apr 2020
Sample Efficient Reinforcement Learning through Learning from Demonstrations in Minecraft Christian Scheller Yanick Schraner Manfred Vogel 21 27 0 12 Mar 2020
Retrospective Analysis of the 2019 MineRL Competition on Sample Efficient Reinforcement Learning Stephanie Milani Nicholay Topin Brandon Houghton William H. Guss Sharada Mohanty Keisuke Nakata Oriol Vinyals N. Kuno OffRL 41 27 0 10 Mar 2020
Jelly Bean World: A Testbed for Never-Ending Learning Emmanouil Antonios Platanios Abulhair Saparov Tom Michael Mitchell VLM 23 23 0 15 Feb 2020
Hierarchical Deep Q-Network from Imperfect Demonstrations in Minecraft Alexey Skrynnik A. Staroverov Ermek Aitygulov Kirill Aksenov Vasilii Davydov Aleksandr I. Panov BDL 10 4 0 18 Dec 2019