Latent Plans for Task-Agnostic Offline Reinforcement Learning

Latent Plans for Task-Agnostic Offline Reinforcement Learning

19 September 2022

Erick Rosete-Beas

Gabriel Kalweit

Joschka Boedecker

Wolfram Burgard

Papers citing "Latent Plans for Task-Agnostic Offline Reinforcement Learning"

17 / 17 papers shown

Title
Symbolically-Guided Visual Plan Inference from Uncurated Video Data Wenyan Yang Ahmet Tikna Yi Zhao Yuying Zhang Luigi Palopoli Marco Roveri J. Pajarinen VGen 19 0 0 13 May 2025
HybridVLA: Collaborative Diffusion and Autoregression in a Unified Vision-Language-Action Model Jiaming Liu Hao Chen Pengju An Zhuoyang Liu Renrui Zhang ... Chengkai Hou Mengdi Zhao KC alex Zhou Pheng-Ann Heng S. Zhang 64 6 0 13 Mar 2025
Steering Your Generalists: Improving Robotic Foundation Models via Value Guidance Mitsuhiko Nakamoto Oier Mees Aviral Kumar Sergey Levine OffRL 71 11 0 17 Oct 2024
DeformPAM: Data-Efficient Learning for Long-horizon Deformable Object Manipulation via Preference-based Action Alignment Wendi Chen Han Xue Fangyuan Zhou Yuan Fang Cewu Lu 39 0 0 15 Oct 2024
RDT-1B: a Diffusion Foundation Model for Bimanual Manipulation Songming Liu Lingxuan Wu Bangguo Li Hengkai Tan Huayu Chen Zhengyi Wang Ke Xu Hang Su Jun Zhu 29 72 0 10 Oct 2024
Robotic Control via Embodied Chain-of-Thought Reasoning Michał Zawalski William Chen Karl Pertsch Oier Mees Chelsea Finn Sergey Levine LRM LM&Ro 32 52 0 11 Jul 2024
iVideoGPT: Interactive VideoGPTs are Scalable World Models Jialong Wu Shaofeng Yin Ningya Feng Xu He Dong Li Jianye Hao Mingsheng Long VGen 35 23 0 24 May 2024
LHManip: A Dataset for Long-Horizon Language-Grounded Manipulation Tasks in Cluttered Tabletop Environments Federico Ceola Lorenzo Natale Niko Sünderhauf Krishan Rana LM&Ro 22 1 0 19 Dec 2023
Hieros: Hierarchical Imagination on Structured State Space Sequence World Models Paul Mattes Rainer Schlosser R. Herbrich 16 4 0 08 Oct 2023
AirExo: Low-Cost Exoskeletons for Learning Whole-Arm Manipulation in the Wild Hongjie Fang Haoshu Fang Yiming Wang Jieji Ren Jing Chen Ruo Zhang Weiming Wang Cewu Lu 27 46 0 26 Sep 2023
Policy Representation via Diffusion Probability Model for Reinforcement Learning Long Yang Zhixiong Huang Fenghao Lei Yucun Zhong Yiming Yang Cong Fang Shiting Wen Binbin Zhou Zhouchen Lin DiffM 19 39 0 22 May 2023
Distance Weighted Supervised Learning for Offline Interaction Data Joey Hejna Jensen Gao Dorsa Sadigh OffRL 31 12 0 26 Apr 2023
Goal-Conditioned Imitation Learning using Score-based Diffusion Policies Moritz Reuss M. Li Xiaogang Jia Rudolf Lioutikov DiffM 21 156 0 05 Apr 2023
Planning to Practice: Efficient Online Fine-Tuning by Composing Goals in Latent Space Kuan Fang Patrick Yin Ashvin Nair Sergey Levine OffRL 48 29 0 17 May 2022
Offline Reinforcement Learning with Implicit Q-Learning Ilya Kostrikov Ashvin Nair Sergey Levine OffRL 212 832 0 12 Oct 2021
Model-Based Visual Planning with Self-Supervised Functional Distances Stephen Tian Suraj Nair F. Ebert Sudeep Dasari Benjamin Eysenbach Chelsea Finn Sergey Levine SSL OffRL 158 58 0 30 Dec 2020
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 329 1,944 0 04 May 2020