Boris Lesner
Reinforcement Learning · 2012–2015
A researcher in the Science corpus: 3 papers; trusts 26 researchers and is trusted by 0 researchers here, as inferred from the citation graph.
Subfields
- Reinforcement Learning — 38 citations into it
- Artificial Intelligence — 18 citations into it
- Statistical Learning Theory — 10 citations into it
- Mathematical Optimization — 7 citations into it
- Statistics and Probability — 6 citations into it
- Computer Networks and Communications — 5 citations into it
- Control and Systems Engineering — 5 citations into it
- Optimization & Training — 5 citations into it
Whom Boris Lesner trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Dimitri P. Bertsekas
- R´emi Munos
- Martin L. Puterman
- Bruno Scherrer
- Sham M. Kakade
- Richard S. Sutton
- Satinder Singh
- Geoffrey J. Gordon
- Csaba Szepesvari
- Amir-massoud Farahmand
Who trusts Boris Lesner overall
Papers from Boris Lesner's perspective
Ordered by how strongly the researchers Boris Lesner trusts endorse each paper. Same corpus, a different order for every researcher.
- ImageNet classification with deep convolutional neural networks
- Reinforcement Learning: An Introduction
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- Gradient-based learning applied to document recognition
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- ImageNet: A large-scale hierarchical image database
- Learning Multiple Layers of Features from Tiny Images
- Long Short-Term Memory
- Markov Decision Processes: Discrete Stochastic Dynamic Programming
- Stable Function Approximation in Dynamic Programming
Their papers
- Tight Performance Bounds for Approximate Modified Policy Iteration with Non-Stationary Policies (2013) — 3 citations
- Approximate modified policy iteration and its application to the game of Tetris (2015) — 141 citations
- On the Use of Non-Stationary Policies for Stationary Infinite-Horizon Markov Decision Processes (2012) — 53 citations