Title
Morphologically Symmetric Reinforcement Learning for Ambidextrous Bimanual Manipulation Zechu Li Yufeng Jin Daniel Felipe Ordoñez Apraez Claudio Semini Puze Liu Georgia Chalvatzaki 33 0 0 08 May 2025
Prompt-responsive Object Retrieval with Memory-augmented Student-Teacher Learning Malte Mosbach Sven Behnke 17 0 0 04 May 2025
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XPG-RL: Reinforcement Learning with Explainable Priority Guidance for Efficiency-Boosted Mechanical Search Yiting Zhang Shichen Li Elena Shrestha 40 0 0 29 Apr 2025
Learned Perceptive Forward Dynamics Model for Safe and Platform-aware Robotic Navigation Pascal Roth Jonas Frey César Cadena Marco Hutter 28 0 0 27 Apr 2025
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RoboVerse: Towards a Unified Platform, Dataset and Benchmark for Scalable and Generalizable Robot Learning Haoran Geng Feishi Wang Songlin Wei Y. Li Bangjun Wang ... Hao Dong Siyuan Huang Yue Wang Jitendra Malik Pieter Abbeel 73 2 0 26 Apr 2025
High-Performance Reinforcement Learning on Spot: Optimizing Simulation Parameters with Distributional Measures A. J Miller Fangzhou Yu Michael Brauckmann Farbod Farshidian OffRL BDL 16 0 0 24 Apr 2025
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Learning Bipedal Locomotion on Gear-Driven Humanoid Robot Using Foot-Mounted IMUs Sotaro Katayama Yuta Koda Norio Nagatsuka Masaya Kinoshita 43 0 0 01 Apr 2025
LEVA: A high-mobility logistic vehicle with legged suspension Marco Arnold Lukas Hildebrandt Kaspar Janssen Efe Ongan Pascal Bürge ... Turcan Tuna Giorgio Valsecchi Cedric Weibel Marco Hutter Michael Wütrich 33 0 0 13 Mar 2025
Learning Perceptive Humanoid Locomotion over Challenging Terrain Wandong Sun Baoshi Cao L. Chen Yongbo Su Yang Liu Zongwu Xie Hong Liu 50 0 0 02 Mar 2025
Learning Humanoid Locomotion with World Model Reconstruction Wandong Sun L. Chen Yongbo Su Baoshi Cao Yang Liu Zongwu Xie 38 1 0 22 Feb 2025
VolleyBots: A Testbed for Multi-Drone Volleyball Game Combining Motion Control and Strategic Play Zelai Xu Chao Yu Ruize Zhang Huining Yuan Xiangmin Yi Shilong Ji Chuqi Wang Wenhao Tang Yu-Xiang Wang 120 0 0 04 Feb 2025
Toward Task Generalization via Memory Augmentation in Meta-Reinforcement Learning Kaixi Bao Chenhao Li Yarden As Andreas Krause Marco Hutter OffRL CLL 81 1 0 03 Feb 2025
ASAP: Aligning Simulation and Real-World Physics for Learning Agile Humanoid Whole-Body Skills Tairan He J. Gao Wenli Xiao Y. Zhang Zi Wang ... Jessica Hodgins Linxi Fan Yuke Zhu Changliu Liu Guanya Shi 61 7 0 03 Feb 2025
CAIMAN: Causal Action Influence Detection for Sample-efficient Loco-manipulation Yuanchen Yuan Jin Cheng Núria Armengol Urpí Stelian Coros 58 1 0 02 Feb 2025
Stabilizing Reinforcement Learning in Differentiable Multiphysics Simulation Eliot Xing Vernon Luk Jean Oh 77 0 0 16 Dec 2024
Visual-Based Forklift Learning System Enabling Zero-Shot Sim2Real Without Real-World Data Koshi Oishi Teruki Kato Hiroya Makino Seigo Ito OffRL 88 0 0 16 Dec 2024
DextrAH-RGB: Visuomotor Policies to Grasp Anything with Dexterous Hands Ritvik Singh Arthur Allshire Ankur Handa Nathan D. Ratliff Karl Van Wyk 70 7 0 27 Nov 2024
Inference-Time Policy Steering through Human Interactions Yanwei Wang Lirui Wang Yilun Du Balakumar Sundaralingam Xuning Yang Yu-Wei Chao Claudia Pérez-DÁrpino Dieter Fox Julie Shah VGen 90 4 0 25 Nov 2024
CurricuLLM: Automatic Task Curricula Design for Learning Complex Robot Skills using Large Language Models Kanghyun Ryu Qiayuan Liao Zhongyu Li K. Sreenath Negar Mehr Negar Mehr LM&Ro 39 2 0 27 Sep 2024
Whole-body End-Effector Pose Tracking Tifanny Portela Andrei Cramariuc Mayank Mittal Marco Hutter 30 3 0 24 Sep 2024
3D-GRAND: A Million-Scale Dataset for 3D-LLMs with Better Grounding and Less Hallucination Jianing Yang Xuweiyi Chen Nikhil Madaan Madhavan Iyengar Shengyi Qian David Fouhey Joyce Chai 3DV 51 11 0 07 Jun 2024
Learning Goal-Directed Object Pushing in Cluttered Scenes with Location-Based Attention Nils Dengler Juan Del Aguila Ferrandis João Moura S. Vijayakumar Maren Bennewitz 51 0 0 26 Mar 2024
SERL: A Software Suite for Sample-Efficient Robotic Reinforcement Learning Jianlan Luo Zheyuan Hu Charles Xu You Liang Tan Jacob Berg Archit Sharma S. Schaal Chelsea Finn Abhishek Gupta Sergey Levine OffRL OnRL 23 39 0 29 Jan 2024
Learning to Walk in Minutes Using Massively Parallel Deep Reinforcement Learning N. Rudin David Hoeller Philipp Reist Marco Hutter 108 535 0 24 Sep 2021
What Matters in Learning from Offline Human Demonstrations for Robot Manipulation Ajay Mandlekar Danfei Xu J. Wong Soroush Nasiriany Chen Wang Rohun Kulkarni Li Fei-Fei Silvio Savarese Yuke Zhu Roberto Martín-Martín OffRL 139 461 0 06 Aug 2021
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 134 154 0 06 Aug 2021
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