The Full-Time Guild Master

Sergey Levine
Intersect: The Stanford Journal of Science, Technology and Society 1 ( 1) 36 -42

2
2008
End-to-End Training of Deep Visuomotor Policies

Pieter Abbeel , Chelsea Finn , Sergey Levine , Trevor Darrell
arXiv: Learning

149
2015
Learning Deep Neural Network Policies with Continuous Memory States

Pieter Abbeel , Chelsea Finn , Sergey Levine , Marvin Zhang
arXiv: Learning

2
2015
Towards Adapting Deep Visuomotor Representations from Simulated to Real Environments.

Kate Saenko , Chelsea Finn , Eric Tzeng , Judy Hoffman
arXiv: Computer Vision and Pattern Recognition

49
2015
Recurrent Network Models for Kinematic Tracking.

Katerina Fragkiadaki , Jitendra Malik , Sergey Levine

15
2015
5
2015
Model-based Reinforcement Learning with Parametrized Physical Models and Optimism-Driven Exploration

Pieter Abbeel , Teodor Moldovan , Sergey Levine , Sachin Patil
arXiv: Learning

1
2015
Deep Spatial Autoencoders for Visuomotor Learning

Pieter Abbeel , Chelsea Finn , Yan Duan , Sergey Levine
arXiv: Learning

25
2015
35
2015
Learning Visual Predictive Models of Physics for Playing Billiards

Katerina Fragkiadaki , Pulkit Agrawal , Jitendra Malik , Sergey Levine
arXiv: Computer Vision and Pattern Recognition

50
2015
PLATO: Policy Learning using Adaptive Trajectory Optimization

Pieter Abbeel , Sergey Levine , Gregory Kahn , Tianhao Zhang
arXiv: Learning

5
2016
Guided Cost Learning: Deep Inverse Optimal Control via Policy Optimization

Pieter Abbeel , Chelsea Finn , Sergey Levine
arXiv: Learning

202
2016
Learning Hand-Eye Coordination for Robotic Grasping with Deep Learning and Large-Scale Data Collection

Alex Krizhevsky , Sergey Levine , Peter Pastor , Deirdre Quillen
arXiv: Learning

146
2016
Learning Dexterous Manipulation for a Soft Robotic Hand from Human Demonstration

Clemens Eppner , Pieter Abbeel , Sergey Levine , Abhishek Gupta
arXiv: Learning

30
2016
Backprop KF: Learning Discriminative Deterministic State Estimators

Pieter Abbeel , Sergey Levine , Tuomas Haarnoja , Anurag Ajay
arXiv: Learning

26
2016
Unsupervised Learning for Physical Interaction through Video Prediction

Ian Goodfellow , Chelsea Finn , Sergey Levine
arXiv: Learning

208
2016
Policy Learning with Continuous Memory States for Partially Observed Robotic Control.

Pieter Abbeel , Chelsea Finn , Sergey Levine , Marvin Zhang

11
2015
Learning from the Hindsight Plan -- Episodic MPC Improvement

Pieter Abbeel , Aviv Tamar , Sergey Levine , Tianhao Zhang
arXiv: Robotics

5
2016
EPOpt: Learning Robust Neural Network Policies Using Model Ensembles

Balaraman Ravindran , Sergey Levine , Aravind Rajeswaran , Sarvjeet Ghotra
arXiv: Learning

125
2016