Exploring Guided Policy Search

Welcome to our comprehensive guide on Guided Policy Search.

  • Reinforcement learning, policy search,
  • a guided policy search algorithm p1
  • For more information about Stanford's Artificial Intelligence programs visit: https://stanford.io/ai To follow along with the course, ...
  • Guided policy search
  • Paper presentation at ICRA 2020: MPC-Net - An imitation learning method for robotics at the border of classical control theory and ...

In-Depth Information on Guided Policy Search

Accompanying video to the publication J. Carius, F. Farshidian and M. Hutter, "MPC-Net: A First Principles Guided Policy Search Path Integral Guided policy

We propose a demonstration-efficient strategy to compress a computationally expensive Model Predictive Controller (MPC) into a ...

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