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- Publications
- Influence
Human-level control through deep reinforcement learning
- V. Mnih, K. Kavukcuoglu, +16 authors Demis Hassabis
- Computer Science, Medicine
- Nature
- 26 February 2015
TLDR
Playing Atari with Deep Reinforcement Learning
- V. Mnih, K. Kavukcuoglu, +4 authors Martin A. Riedmiller
- Computer Science
- ArXiv
- 19 December 2013
TLDR
A direct adaptive method for faster backpropagation learning: the RPROP algorithm
- Martin A. Riedmiller, H. Braun
- Computer Science
- IEEE International Conference on Neural Networks
- 28 March 1993
TLDR
Striving for Simplicity: The All Convolutional Net
- Jost Tobias Springenberg, A. Dosovitskiy, T. Brox, Martin A. Riedmiller
- Computer Science, Mathematics
- ICLR
- 21 December 2014
TLDR
Deterministic Policy Gradient Algorithms
- D. Silver, G. Lever, N. Heess, T. Degris, Daan Wierstra, Martin A. Riedmiller
- Mathematics, Computer Science
- ICML
- 21 June 2014
TLDR
Neural Fitted Q Iteration - First Experiences with a Data Efficient Neural Reinforcement Learning Method
- Martin A. Riedmiller
- Computer Science
- ECML
- 3 October 2005
TLDR
Embed to Control: A Locally Linear Latent Dynamics Model for Control from Raw Images
- Manuel Watter, Jost Tobias Springenberg, J. Boedecker, Martin A. Riedmiller
- Computer Science, Mathematics
- NIPS
- 24 June 2015
TLDR
Emergence of Locomotion Behaviours in Rich Environments
TLDR
Multimodal deep learning for robust RGB-D object recognition
- A. Eitel, Jost Tobias Springenberg, Luciano Spinello, Martin A. Riedmiller, W. Burgard
- Computer Science
- IEEE/RSJ International Conference on Intelligent…
- 24 July 2015
TLDR
Discriminative Unsupervised Feature Learning with Exemplar Convolutional Neural Networks
- A. Dosovitskiy, P. Fischer, Jost Tobias Springenberg, Martin A. Riedmiller, T. Brox
- Computer Science, Medicine
- IEEE Transactions on Pattern Analysis and Machine…
- 26 June 2014
TLDR