/Bipedal-Robot-Papers

Some Must Read Papers on Optimal Controls of Bipedal Robots

MIT LicenseMIT

Optimal Controls (MPC) Based Implementations of Bipedal Robot Papers

  • A robust linear MPC approach to online generation of 3D biped walking motion [Paper]
  • Variable Horizon MPC with Swing Foot Dynamics for Bipedal Walking Control [Paper] [Video] [Code]
  • Force-and-moment-based Model Predictive Control for Achieving Highly Dynamic Locomotion on Bipedal Robots [Paper]
  • The MIT Humanoid Robot: Design, Motion Planning, and Control For Acrobatic Behaviors [Paper] [Video]
  • Terrain-Adaptive, ALIP-Based Bipedal Locomotion Controller via Model Predictive Control and Virtual Constraints [Paper] [Code]
  • Online Non-linear Centroidal MPC for Humanoid Robot Locomotion with Step Adjustment [Paper] [Code]
  • Orientation-Aware Model Predictive Control with Footstep Adaptation for Dynamic Humanoid Walking [Paper]
  • Dynamic Walking of Bipedal Robots on Uneven Stepping Stones via Adaptive-frequency MPC [Paper]
  • Baseline Walking Controller [Code]
  • Model Predictive Control of Running Biped Robot [Paper]

Model Based Jumping for Legged Robots