Predictive Sampling: Real-time Behaviour Synthesis with MuJoCo

1 December 2022

Papers citing "Predictive Sampling: Real-time Behaviour Synthesis with MuJoCo"

20 / 20 papers shown

Title
Motion Control of High-Dimensional Musculoskeletal Systems with Hierarchical Model-Based Planning Yunyue Wei Shanning Zhuang Vincent Zhuang Yanan Sui 16 0 0 13 May 2025
Dexterous Contact-Rich Manipulation via the Contact Trust Region H. Suh Tao Pang Tong Zhao Russ Tedrake 23 4 0 04 May 2025
Training Environment for High Performance Reinforcement Learning Greg Search AI4CE 15 0 0 04 May 2025
Deformable Cargo Transport in Microgravity with Astrobee Daniel Morton Rika Antonova Brian Coltin Marco Pavone Jeannette Bohg OT 37 0 0 02 May 2025
Model Tensor Planning An T. Le K. Nguyen Minh Nhat Vu João Carvalho Jan Peters 23 0 0 02 May 2025
A Smooth Analytical Formulation of Collision Detection and Rigid Body Dynamics With Contact Onur Beker Nico Gürtler Ji Shi A. R. Geist Amirreza Razmjoo Georg Martius Sylvain Calinon 60 0 0 14 Mar 2025
DROP: Dexterous Reorientation via Online Planning Albert H. Li Preston Culbertson Vince Kurtz Aaron D. Ames 49 7 0 22 Sep 2024
Incremental Few-Shot Adaptation for Non-Prehensile Object Manipulation using Parallelizable Physics Simulators Fabian Baumeister Lukas Mack Joerg Stueckler 34 2 0 20 Sep 2024
RPC: A Modular Framework for Robot Planning, Control, and Deployment S. Bang Carlos Gonzalez Gabriel Moore Dong Ho Kang Mingyo Seo Luis Sentis 18 0 0 16 Sep 2024
Jacta: A Versatile Planner for Learning Dexterous and Whole-body Manipulation Jan Brüdigam Ali-Adeeb Abbas Maks Sorokin Kuan Fang Brandon Hung Maya Guru Stefan Sosnowski Jiuguang Wang Sandra Hirche Simon Le Cleac'h 31 2 0 02 Aug 2024
MuJoCo MPC for Humanoid Control: Evaluation on HumanoidBench Moritz Meser Aditya Bhatt Boris Belousov Jan Peters 16 1 0 01 Aug 2024
Differentiable-Optimization Based Neural Policy for Occlusion-Aware Target Tracking Houman Masnavi Arun Kumar Singh Farrokh Janabi-Sharifi 23 0 0 20 Jun 2024
LGR2: Language Guided Reward Relabeling for Accelerating Hierarchical Reinforcement Learning Utsav Singh Pramit Bhattacharyya Vinay P. Namboodiri LM&Ro 30 1 0 09 Jun 2024
On the Benefits of GPU Sample-Based Stochastic Predictive Controllers for Legged Locomotion Giulio Turrisi Valerio Modugno Lorenzo Amatucci Dimitrios Kanoulas Claudio Semini 35 1 0 18 Mar 2024
RePLan: Robotic Replanning with Perception and Language Models Marta Skreta Zihan Zhou Jia Lin Yuan Kourosh Darvish Alán Aspuru-Guzik Animesh Garg LM&Ro LRM 27 26 0 08 Jan 2024
Inverse Dynamics Trajectory Optimization for Contact-Implicit Model Predictive Control Vince Kurtz Alejandro Castro Aykut Özgün Önol Hai Lin 39 15 0 04 Sep 2023
Long Horizon Planning through Contact using Discrete Search and Continuous Optimization Ramkumar Natarajan Garrison L. H. Johnston Nabil Simaan Maxim Likhachev Howie Choset 14 3 0 16 Oct 2022
Evaluating model-based planning and planner amortization for continuous control Arunkumar Byravan Leonard Hasenclever Piotr Trochim M. Berk Mirza Alessandro Davide Ialongo ... Jost Tobias Springenberg A. Abdolmaleki N. Heess J. Merel Martin Riedmiller 55 17 0 07 Oct 2021
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
Deep Dynamics Models for Learning Dexterous Manipulation Anusha Nagabandi K. Konolige Sergey Levine Vikash Kumar 143 404 0 25 Sep 2019