DreamingV2: Reinforcement Learning with Discrete World Models without
Reconstruction

DreamingV2: Reinforcement Learning with Discrete World Models without Reconstruction

1 March 2022

Papers citing "DreamingV2: Reinforcement Learning with Discrete World Models without Reconstruction"

15 / 15 papers shown

Title
MInCo: Mitigating Information Conflicts in Distracted Visual Model-based Reinforcement Learning Shiguang Sun Hanbo Zhang Zeyang Liu Xinrui Yang Lipeng Wan Bing Yan Xingyu Chen Xuguang Lan 45 0 0 05 Apr 2025
Can Test-Time Scaling Improve World Foundation Model? Wenyan Cong Hanqing Zhu Peihao Wang Bangya Liu Dejia Xu Kevin Wang David Z. Pan Yan Wang Zhiwen Fan Ziyi Wang 41 0 0 31 Mar 2025
Bootstrapped Model Predictive Control Yuhang Wang Hanwei Guo Sizhe Wang Long Qian Xuguang Lan 64 0 0 24 Mar 2025
Four Principles for Physically Interpretable World Models Jordan Peper Zhenjiang Mao Yuang Geng Siyuan Pan Ivan Ruchkin 110 1 0 04 Mar 2025
Bounding-Box Inference for Error-Aware Model-Based Reinforcement Learning Erin J. Talvitie Zilei Shao Huiying Li Jinghan Hu Jacob Boerma Rory Zhao Xintong Wang OffRL 21 1 0 23 Jun 2024
MuDreamer: Learning Predictive World Models without Reconstruction Maxime Burchi Radu Timofte 40 3 0 23 May 2024
Is Sora a World Simulator? A Comprehensive Survey on General World Models and Beyond Zheng Zhu Xiaofeng Wang Wangbo Zhao Chen Min Nianchen Deng ... Dawei Zhao Liang Xiao Jian-jun Zhao Jiwen Lu Guan Huang VGen LM&Ro 87 38 0 06 May 2024
World Models for Autonomous Driving: An Initial Survey Yanchen Guan Haicheng Liao Zhenning Li Jia Hu Runze Yuan Yunjian Li Guohui Zhang Chengzhong Xu 45 33 0 05 Mar 2024
Dream to Adapt: Meta Reinforcement Learning by Latent Context Imagination and MDP Imagination Lu Wen Songan Zhang E. Tseng Huei Peng VLM OffRL 43 6 0 11 Nov 2023
World-Model-Based Control for Industrial box-packing of Multiple Objects using NewtonianVAE Yusuke Kato Ryogo Okumura T. Taniguchi DRL 27 1 0 04 Aug 2023
Facing Off World Model Backbones: RNNs, Transformers, and S4 Fei Deng Junyeong Park Sungjin Ahn 37 25 0 05 Jul 2023
Combining Reconstruction and Contrastive Methods for Multimodal Representations in RL P. Becker Sebastian Mossburger Fabian Otto Gerhard Neumann SSL 37 2 0 10 Feb 2023
World Models and Predictive Coding for Cognitive and Developmental Robotics: Frontiers and Challenges T. Taniguchi Shingo Murata Masahiro Suzuki D. Ognibene Pablo Lanillos ... L. Jamone Tomoaki Nakamura Alejandra Ciria B. Lara G. Pezzulo 37 52 0 14 Jan 2023
Tactile-Sensitive NewtonianVAE for High-Accuracy Industrial Connector Insertion Ryogo Okumura Nobuki Nishio T. Taniguchi 22 8 0 10 Mar 2022
iGibson 2.0: Object-Centric Simulation for Robot Learning of Everyday Household Tasks Chengshu Li Fei Xia Roberto Martín-Martín Michael Lingelbach S. Srivastava ... Karen Liu H. Gweon Jiajun Wu Li Fei-Fei Silvio Savarese LM&Ro 168 225 0 06 Aug 2021