Rapid Trajectory Optimization Using C-FROST with Illustration on a Cassie-Series Dynamic Walking Biped
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Abstract (arXiv)
One of the big attractions of low-dimensional models for gait design has been the ability to compute solutions rapidly, whereas one of their drawbacks has been the difficulty in mapping the solutions back to the target robot. This paper presents a set of tools for rapidly determining solutions for ``humanoids'' without removing or lumping degrees of freedom. The main tools are (1) C-FROST, an open-source C++ interface for FROST, a direct collocation optimization tool; and (2) multi-threading. The results will be illustrated on a 20-DoF floating-base model for a Cassie-series bipedal robot through numerical calculations and physical experiments.
Key facts. Cited by 7 papers in the map (data through 14 Oct 2026). First posted on arXiv 17 Jul 2018.
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Citing papers per year: 2021: 2; 2022: 3; 2023: 0; 2024: 1; 2025: 1.
7 papers.
- 2021Reinforcement Learning for Robust Parameterized Locomotion Control of Bipedal Robotscited by 116
- 2024Reinforcement Learning for Versatile, Dynamic, and Robust Bipedal Locomotion Controlcited by 99
- 2022Adapting Rapid Motor Adaptation for Bipedal Robotscited by 54
- 2022Teaching Robots to Span the Space of Functional Expressive Motioncited by 6
- 2021Autonomous Navigation of Underactuated Bipedal Robots in Height-Constrained Environmentscited by 5
- 2022Bayesian Optimization Meets Hybrid Zero Dynamics: Safe Parameter Learning for Bipedal Locomotion Controlcited by 5
- 2025NaviGait: Navigating Dynamically Feasible Gait Libraries using Deep Reinforcement Learningcited by 2
- 2025NaviGait: Navigating Dynamically Feasible Gait Libraries using Deep Reinforcement Learning13 Oct 2025
- 2024Reinforcement Learning for Versatile, Dynamic, and Robust Bipedal Locomotion Control30 Jan 2024
- 2022Adapting Rapid Motor Adaptation for Bipedal Robots30 May 2022
- 2022Bayesian Optimization Meets Hybrid Zero Dynamics: Safe Parameter Learning for Bipedal Locomotion Control4 Mar 2022
- 2022Teaching Robots to Span the Space of Functional Expressive Motion4 Mar 2022
- 2021Autonomous Navigation of Underactuated Bipedal Robots in Height-Constrained Environments13 Sep 2021
- 2021Reinforcement Learning for Robust Parameterized Locomotion Control of Bipedal Robots26 Mar 2021