MineRL: A Large-Scale Dataset of Minecraft Demonstrations

29 July 2019

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

50 / 146 papers shown

Title
LiFT: Unsupervised Reinforcement Learning with Foundation Models as Teachers Taewook Nam Juyong Lee Jesse Zhang Sung Ju Hwang Joseph J Lim Karl Pertsch OffRL LRM 45 5 0 14 Dec 2023
MP5: A Multi-modal Open-ended Embodied System in Minecraft via Active Perception Yiran Qin Enshen Zhou Qichang Liu Zhen-fei Yin Lu Sheng Ruimao Zhang Yu Qiao Jing Shao LM&Ro 32 39 0 12 Dec 2023
The Generalization Gap in Offline Reinforcement Learning Ishita Mediratta Qingfei You Minqi Jiang Roberta Raileanu OffRL 92 10 0 10 Dec 2023
Creative Agents: Empowering Agents with Imagination for Creative Tasks Chi Zhang Penglin Cai Yuhui Fu Haoqi Yuan Zongqing Lu LM&Ro LLMAG 51 20 0 05 Dec 2023
Visual Encoders for Data-Efficient Imitation Learning in Modern Video Games Lukas Schäfer Logan Jones Anssi Kanervisto Yuhan Cao Tabish Rashid Raluca Georgescu David Bignell Siddhartha Sen Andrea Trevino Gavito Sam Devlin 93 3 0 04 Dec 2023
Harnessing Discrete Representations For Continual Reinforcement Learning Edan Meyer Adam White Marlos C. Machado OffRL 46 4 0 02 Dec 2023
Deciphering Digital Detectives: Understanding LLM Behaviors and Capabilities in Multi-Agent Mystery Games Dekun Wu Haochen Shi Zhiyuan Sun Bang Liu LLMAG 29 17 0 01 Dec 2023
See and Think: Embodied Agent in Virtual Environment Zhonghan Zhao Wenhao Chai Xuan Wang Li Boyi Shengyu Hao Shidong Cao Tianbo Ye Gaoang Wang LM&Ro LLMAG 34 34 0 26 Nov 2023
Evolutionary Machine Learning and Games Julian Togelius Ahmed Khalifa Sam Earle M. Green Lisa Soros 46 1 0 20 Nov 2023
JARVIS-1: Open-World Multi-task Agents with Memory-Augmented Multimodal Language Models Zihao Wang Shaofei Cai Guy Van den Broeck Yonggang Jin Jinbing Hou ... Zhaofeng He Zilong Zheng Yaodong Yang Xiaojian Ma Yitao Liang LLMAG LM&Ro 43 98 0 10 Nov 2023
Steve-Eye: Equipping LLM-based Embodied Agents with Visual Perception in Open Worlds Sipeng Zheng Jiazheng Liu Yicheng Feng Zongqing Lu 47 29 0 20 Oct 2023
LLaMA Rider: Spurring Large Language Models to Explore the Open World Yicheng Feng Yuxuan Wang Jiazheng Liu Sipeng Zheng Zongqing Lu LLMAG LRM 18 16 0 13 Oct 2023
GROOT: Learning to Follow Instructions by Watching Gameplay Videos Shaofei Cai Bowei Zhang Zihao Wang Xiaojian Ma Guy Van den Broeck Yitao Liang 83 26 0 12 Oct 2023
Reinforcement Learning of Display Transfer Robots in Glass Flow Control Systems: A Physical Simulation-Based Approach Hwajong Lee Chan Kim Seong-Woo Kim 19 0 0 12 Oct 2023
Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models Xiaoxiao Sun Yang Yang Michal Shlapentokh-Rothman Haohan Wang Yu-xiong Wang LRM AI4CE LM&Ro LLMAG 42 187 0 06 Oct 2023
Learning to Reach Goals via Diffusion V. Jain Siamak Ravanbakhsh DiffM OffRL 43 3 0 04 Oct 2023
On Autonomous Agents in a Cyber Defence Environment Mitchell Kiely David Bowman Maxwell Standen Christopher Moir AAML 24 12 0 14 Sep 2023
DIP-RL: Demonstration-Inferred Preference Learning in Minecraft Ellen R. Novoseller Vinicius G. Goecks David Watkins J. Miller Nicholas R. Waytowich OffRL 31 3 0 22 Jul 2023
RL-ViGen: A Reinforcement Learning Benchmark for Visual Generalization Zhecheng Yuan Sizhe Yang Pu Hua C. Chang Kaizhe Hu Huazhe Xu OOD OffRL 24 19 0 15 Jul 2023
Maneuver Decision-Making Through Automatic Curriculum Reinforcement Learning Without Handcrafted Reward functions Hong-Peng Zhang 21 2 0 12 Jul 2023
Discovering Hierarchical Achievements in Reinforcement Learning via Contrastive Learning Seungyong Moon Junyoung Yeom Bumsoo Park Hyun Oh Song OffRL 29 3 0 07 Jul 2023
Comparing Reinforcement Learning and Human Learning using the Game of Hidden Rules Eric Pulick Vladimir Menkov Yonatan Dov Mintz Paul B. Kantor Vicki M. Bier OffRL 13 0 0 30 Jun 2023
Minigrid & Miniworld: Modular & Customizable Reinforcement Learning Environments for Goal-Oriented Tasks Maxime Chevalier-Boisvert Bolun Dai Mark Towers Rodrigo de Lazcano Lucas Willems Salem Lahlou Suman Pal Pablo Samuel Castro Jordan Terry VGen 13 185 0 24 Jun 2023
Behavioral Cloning via Search in Embedded Demonstration Dataset Federico Malato Florian Leopold Ville Hautamaki Andrew Melnik OffRL 29 3 0 15 Jun 2023
Katakomba: Tools and Benchmarks for Data-Driven NetHack Vladislav Kurenkov Alexander Nikulin Denis Tarasov Sergey Kolesnikov OffRL 35 5 0 14 Jun 2023
Active Vision Reinforcement Learning under Limited Visual Observability Jinghuan Shang Michael S. Ryoo 40 0 0 01 Jun 2023
STEVE-1: A Generative Model for Text-to-Behavior in Minecraft Shalev Lifshitz Keiran Paster Harris Chan Jimmy Ba Sheila A. McIlraith LM&Ro 37 68 0 01 Jun 2023
Voyager: An Open-Ended Embodied Agent with Large Language Models Guanzhi Wang Yuqi Xie Yunfan Jiang Ajay Mandlekar Chaowei Xiao Yuke Zhu Linxi Fan Anima Anandkumar LM&Ro SyDa 75 760 0 25 May 2023
ChemGymRL: An Interactive Framework for Reinforcement Learning for Digital Chemistry Chris Beeler Sriram Ganapathi Subramanian Kyle Sprague Nouha Chatti C. Bellinger ... Amanuel Dawit Zihan Yang Xinkai Li Mark Crowley Isaac Tamblyn OffRL 26 6 0 23 May 2023
Language Models Meet World Models: Embodied Experiences Enhance Language Models Jiannan Xiang Tianhua Tao Yi Gu Tianmin Shu Zirui Wang Zichao Yang Zhiting Hu ALM LLMAG LM&Ro CLL 44 94 0 18 May 2023
Games for Artificial Intelligence Research: A Review and Perspectives Chengpeng Hu Yunlong Zhao Ziqi Wang Haocheng Du Jialin Liu AI4CE 35 13 0 26 Apr 2023
Replicability and Transparency for the Creation of Public Human User Video Game Datasets Emma J. Pretty R. Guarese Haytham M. Fayek Fabio Zambetta 18 2 0 06 Apr 2023
Skill Reinforcement Learning and Planning for Open-World Long-Horizon Tasks Haoqi Yuan Chi Zhang Hongchen Wang Feiyang Xie Penglin Cai Hao Dong Zongqing Lu LM&Ro LLMAG 28 19 0 29 Mar 2023
A Survey of Demonstration Learning André Rosa de Sousa Porfírio Correia Luís A. Alexandre OffRL 36 17 0 20 Mar 2023
CLIP4MC: An RL-Friendly Vision-Language Model for Minecraft Ziluo Ding Hao Luo Ke Li Junpeng Yue Tiejun Huang Zongqing Lu VLM 28 11 0 19 Mar 2023
Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agents Zihao Wang Shaofei Cai Guanzhou Chen Guy Van den Broeck Xiaojian Ma Yitao Liang LM&Ro LLMAG 60 318 0 03 Feb 2023
Do Embodied Agents Dream of Pixelated Sheep: Embodied Decision Making using Language Guided World Modelling Kolby Nottingham Prithviraj Ammanabrolu Alane Suhr Yejin Choi Hannaneh Hajishirzi Sameer Singh Roy Fox LLMAG LM&Ro 50 77 0 28 Jan 2023
Open-World Multi-Task Control Through Goal-Aware Representation Learning and Adaptive Horizon Prediction Shaofei Cai Zihao Wang Xiaojian Ma Guy Van den Broeck Yitao Liang 50 40 0 21 Jan 2023
Latent Discretization for Continuous-time Sequence Compression Ricky T. Q. Chen Matt Le Matthew Muckley Maximilian Nickel Karen Ullrich 19 0 0 28 Dec 2022
General Intelligence Requires Rethinking Exploration Minqi Jiang Tim Rocktaschel Edward Grefenstette LRM 29 18 0 15 Nov 2022
Logical Tasks for Measuring Extrapolation and Rule Comprehension Ippei Fujisawa Ryota Kanai ELM LRM 28 4 0 14 Nov 2022
Dungeons and Data: A Large-Scale NetHack Dataset Eric Hambro Roberta Raileanu Dan Rothermel Vegard Mella Tim Rocktaschel Heinrich Küttler Naila Murray OffRL 146 18 0 01 Nov 2022
Avalon: A Benchmark for RL Generalization Using Procedurally Generated Worlds Joshua Albrecht Abraham J. Fetterman Bryden Fogelman Ellie Kitanidis Bartosz Wróblewski ... Michael Rosenthal Maksis Knutins Zachary Polizzi James B. Simon Kanjun Qiu OffRL 29 23 0 24 Oct 2022
Causality-driven Hierarchical Structure Discovery for Reinforcement Learning Shaohui Peng Xin Hu Rui Zhang Ke Tang Jiaming Guo ... Xishan Zhang Zidong Du Ling Li Qi Guo Yunji Chen 21 22 0 13 Oct 2022
Mind's Eye: Grounded Language Model Reasoning through Simulation Ruibo Liu Jason W. Wei S. Gu Te-Yen Wu Soroush Vosoughi Claire Cui Denny Zhou Andrew M. Dai ReLM LRM 121 80 0 11 Oct 2022
Temporally Consistent Transformers for Video Generation Wilson Yan Danijar Hafner Stephen James Pieter Abbeel DiffM 27 28 0 05 Oct 2022
Honor of Kings Arena: an Environment for Generalization in Competitive Reinforcement Learning Hua Wei Jingxiao Chen Xiyang Ji Hongyang Qin Minwen Deng ... Lin Liu Lanxiao Huang Deheng Ye Qiang Fu Wei Yang 43 28 0 18 Sep 2022
TextWorldExpress: Simulating Text Games at One Million Steps Per Second Peter Alexander Jansen Marc-Alexandre Côté VLM LRM 36 6 0 01 Aug 2022
MABe22: A Multi-Species Multi-Task Benchmark for Learned Representations of Behavior Jennifer J. Sun Markus Marks Andrew Ulmer Dipam Chakraborty Brian Geuther ... Joseph Parker Pietro Perona Yisong Yue K. Branson Ann Kennedy 16 9 0 21 Jul 2022
Video PreTraining (VPT): Learning to Act by Watching Unlabeled Online Videos Bowen Baker Ilge Akkaya Peter Zhokhov Joost Huizinga Jie Tang Adrien Ecoffet Brandon Houghton Raul Sampedro Jeff Clune OffRL 50 289 0 23 Jun 2022