Oct 6 – 8, 2021
Europe/Berlin timezone

DGR Days Session - Robot Learning

Oct 7, 2021, 2:00 PM
1h 30m

Description

14:00
Extracting Strong Policies for Robotics Tasks from Zero-Order Trajectory Optimizers
Sebastian Blaes, Cristina Pinneri and Georg Martius

14:12
Specializing Versatile Skill Libraries using Local Mixture of Experts
Mevlüt Onur Celik, Dongzhuoran Zhou, Ge Li, Philipp Becker and Gerhard Neumann

14:24
Combining Manipulation Primitive Nets and Policy Gradient Methods for Learning Robotic Assembly Tasks
Marco Braun and Sebastian Wrede

14:36
Robot Dynamics Learning with Action Conditional Recurrent Kalman Networks
Vaisakh Shaj, Philipp Becker and Gerhard Neumann

14:48
Seamless Sequencing of Skills via Differentiable Optimization
Noémie Jaquier, Julia Starke, You Zhou and Tamim Asfour

15:00
Learning Control Policies from Optimal Trajectories
Christoph Zelch, Jan Peters and Oskar von Stryk

Presentation materials

There are no materials yet.