← Search

Emanuel V. Todorov

2 accepted papers

2017

Towards Generalization and Simplicity in Continuous Control

NeurIPS 2017poster

The remarkable successes of deep learning in speech recognition and computer vision have motivated efforts to adapt similar techniques to other problem domains, including reinforcement learning (RL). Consequently, RL methods have produced rich motor behaviors on simulated robot tasks, with their suc…

Cited by 370SourcePDFScholar
2015

Interactive Control of Diverse Complex Characters with Neural Networks

NeurIPS 2015oral

We present a method for training recurrent neural networks to act as near-optimal feedback controllers. It is able to generate stable and realistic behaviors for a range of dynamical systems and tasks -- swimming, flying, biped and quadruped walking with different body morphologies. It does not requ…

Cited by 141SourcePDFScholar