SEIHAI: A Sample-efficient Hierarchical AI for the MineRL Competition

SEIHAI: A Sample-efficient Hierarchical AI for the MineRL Competition

17 November 2021

Jianye Hao

ArXiv (abs)PDF HTML

Papers citing "SEIHAI: A Sample-efficient Hierarchical AI for the MineRL Competition"

18 / 18 papers shown

Title
Don't Just Follow MLLM Plans: Robust and Efficient Planning for Open-world Agents Seungjoon Lee Suhwan Kim Minhyeon Oh Youngsik Yoon Jungseul Ok LLMAG 40 0 0 30 May 2025
NGENT: Next-Generation AI Agents Must Integrate Multi-Domain Abilities to Achieve Artificial General Intelligence Zhicong Li Hangyu Mao Jiangjin Yin Mingzhe Xing Zhiwei Xu Yuanxing Zhang Yang Xiao 69 0 0 30 Apr 2025
Mimicking Human Intuition: Cognitive Belief-Driven Reinforcement Learning Xingrui Gu Guanren Qiao Chuyi Jiang OffRL 87 0 0 02 Oct 2024
Hierarchical Auto-Organizing System for Open-Ended Multi-Agent Navigation Zhonghan Zhao Kewei Chen Dongxu Guo Wenhao Chai Tianbo Ye Yanting Zhang Gaoang Wang 112 24 0 13 Mar 2024
S-Agents: Self-organizing Agents in Open-ended Environments Jia-Qing Chen Yu-Gang Jiang Jiachen Lu Li Zhang AIFin LLMAG LM&Ro 89 16 0 07 Feb 2024
Auto MC-Reward: Automated Dense Reward Design with Large Language Models for Minecraft Hao Li Xue Yang Zhaokai Wang Xizhou Zhu Jie Zhou Yu Qiao Xiaogang Wang Hongsheng Li Lewei Lu Jifeng Dai 94 36 0 14 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 146 39 0 26 Nov 2023
TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Systems Yilun Kong Jingqing Ruan Yihong Chen Bin Zhang Tianpeng Bao ... Xiaoru Hu Hangyu Mao Ziyue Li Xingyu Zeng Rui Zhao LLMAG 124 38 0 19 Nov 2023
JARVIS-1: Open-World Multi-task Agents with Memory-Augmented Multimodal Language Models Zihao Wang Shaofei Cai Hoang Trung-Dung Yonggang Jin Jinbing Hou ... Zhaofeng He Zilong Zheng Yaodong Yang Xiaojian Ma Yitao Liang LLMAG LM&Ro 119 108 0 10 Nov 2023
Octopus: Embodied Vision-Language Programmer from Environmental Feedback Jingkang Yang Yuhao Dong Shuai Liu Yue Liu Ziyue Wang ... Haoran Tan Jiamu Kang Yuanhan Zhang Kaiyang Zhou Ziwei Liu LM&Ro 89 49 0 12 Oct 2023
Ghost in the Minecraft: Generally Capable Agents for Open-World Environments via Large Language Models with Text-based Knowledge and Memory Xizhou Zhu Yuntao Chen Hao Tian Chenxin Tao Weijie Su ... Lewei Lu Xiaogang Wang Yu Qiao Zhaoxiang Zhang Jifeng Dai LLMAG LM&Ro 110 240 0 25 May 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 171 843 0 25 May 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 119 23 0 29 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 Hoang Trung-Dung Xiaojian Ma Yitao Liang LM&Ro LLMAG 123 340 0 03 Feb 2023
Open-World Multi-Task Control Through Goal-Aware Representation Learning and Adaptive Horizon Prediction Shaofei Cai Zihao Wang Xiaojian Ma Hoang Trung-Dung Yitao Liang 126 42 0 21 Jan 2023
PTDE: Personalized Training with Distilled Execution for Multi-Agent Reinforcement Learning Yiqun Chen Hangyu Mao Jiaxin Mao Shiguang Wu Tianle Zhang Bin Zhang Bin Wang Hong Chang OffRL 99 7 0 17 Oct 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 127 33 0 17 Feb 2022
JueWu-MC: Playing Minecraft with Sample-efficient Hierarchical Reinforcement Learning Zichuan Lin Junyou Li Jianing Shi Deheng Ye Qiang Fu Wei Yang BDL 78 36 0 07 Dec 2021