Marc Deisenroth
Marc Deisenroth
Home
Publications
Teaching
Talks
Openings
CV
Contact
Carl E. Rasmussen
Latest
Manifold Gaussian Processes for Regression
Gaussian Processes for Data-Efficient Learning in Robotics and Control
Policy Search For Learning Robot Control Using Sparse Data
Autonomous Planning and Control with Bayesian Nonparametric Models
Robust Filtering and Smoothing with Gaussian Processes
Learning in Robotics using Bayesian Nonparametrics
Learning to Control a Low-Cost Manipulator using Data-Efficient Reinforcement Learning
PILCO: A Model-Based and Data-Efficient Approach to Policy Search
State-Space Inference and Learning with Gaussian Processes
Bayesian Inference for Efficient Learning in Control
Efficient Reinforcement Learning for Motor Control
Gaussian Process Dynamic Programming
Approximate Dynamic Programming with Gaussian Processes
Model-Based Reinforcement Learning with Continuous States and Actions
Probabilistic Inference for Fast Learning in Control
Cite
×