Robotics · Computer Science
TAMOLS: Terrain-Aware Motion Optimization for Legged Systems
Fabian Jenelten, Ruben Grandia, Farbod Farshidian, Marco Hutter
2022-07-06
Robotics · Computer Science
On the Hardware Feasibility of Nonlinear Trajectory Optimization for Legged Locomotion based on a Simplified Dynamics
Angelo Bratta, Romeo Orsolino, Michele Focchi, Victor Barasuol +2
2020-04-02
Robotics · Computer Science
Benchmarking the Full-Order Model Optimization Based Imitation in the Humanoid Robot Reinforcement Learning Walk
Ekaterina Chaikovskaya, Inna Minashina, Vladimir Litvinenko, Egor Davydenko +3
2023-12-18
Robotics · Computer Science
Dynamically-Consistent Trajectory Optimization for Legged Robots via Contact Point Decomposition
Sangmin Kim, Hajun Kim, Gijeong Kim, Min-Gyu Kim +1
2025-10-29
Robotics · Computer Science
Non-Gaited Legged Locomotion with Monte-Carlo Tree Search and Supervised Learning
Ilyass Taouil, Lorenzo Amatucci, Majid Khadiv, Angela Dai +3
2025-11-21
Robotics · Computer Science
Tuning Legged Locomotion Controllers via Safe Bayesian Optimization
Daniel Widmer, Dongho Kang, Bhavya Sukhija, Jonas Hübotter +2
2023-10-27
Robotics · Computer Science
Hybrid Trajectory Optimization for Autonomous Terrain Traversal of Articulated Tracked Robots
Zhengzhe Xu, Yanbo Chen, Zhuozhu Jian, Junbo Tan +2
2023-11-27
Robotics · Computer Science
Online Dynamic Trajectory Optimization and Control for a Quadruped Robot
Oguzhan Cebe, Carlo Tiseo, Guiyang Xin, Hsiu-chin Lin +2
2021-03-24
Robotics · Computer Science
On Time Optimization of Centroidal Momentum Dynamics
Brahayam Ponton, Alexander Herzog, Andrea Del Prete, Stefan Schaal +1
2018-02-27
Robotics · Computer Science
Reduced-Order Model-Based Gait Generation for Snake Robot Locomotion using NMPC
Adarsh Salagame, Eric Sihite, Milad Ramezani, Alireza Ramezani
2025-03-11
Robotics · Computer Science
Nonlinear Stochastic Trajectory Optimization for Centroidal Momentum Motion Generation of Legged Robots
Ahmad Gazar, Majid Khadiv, Sébastien Kleff, Andrea Del Prete +1
2022-09-21
Robotics · Computer Science
Model-based optimisation for the personalisation of robot-assisted gait training
Andreas Christou, Daniel F. N. Gordon, Theodoros Stouraitis, Juan C. Moreno +1
2025-03-04
Robotics · Computer Science
Optimization-Based Control for Dynamic Legged Robots
Patrick M. Wensing, Michael Posa, Yue Hu, Adrien Escande +2
2022-11-22
Robotics · Computer Science
Human-in-the-Loop Robot Planning with Non-Contextual Bandit Feedback
Yijie Zhou, Yan Zhang, Xusheng Luo, Michael M. Zavlanos
2020-11-04
Robotics · Computer Science
Meta Reinforcement Learning for Optimal Design of Legged Robots
Álvaro Belmonte-Baeza, Joonho Lee, Giorgio Valsecchi, Marco Hutter
2022-10-07
Robotics · Computer Science
Fast Trajectory Optimization for Legged Robots using Vertex-based ZMP Constraints
Alexander W Winkler, Farbod Farshidian, Diego Pardo, Michael Neunert +1
2017-05-31
Machine Learning · Statistics
Trajectory Optimization for Unknown Constrained Systems using Reinforcement Learning
Kei Ota, Devesh K. Jha, Tomoaki Oiki, Mamoru Miura +3
2020-03-05
Robotics · Computer Science
Trajectory Optimization Through Contacts and Automatic Gait Discovery for Quadrupeds
Michael Neunert, Farbod Farshidian, Alexander W. Winkler, Jonas Buchli
2016-07-18