Daniel Polani
Reinforcement Learning · 2005–2013
A researcher in the Science corpus: 4 papers; trusts 28 researchers and is trusted by 24 researchers here, as inferred from the citation graph.
Subfields
- Reinforcement Learning — 16 citations into it; #837 of 2,242 by trust here, #1,037 by citations
- Artificial Intelligence — 14 citations into it; #15,183 of 35,345 by trust here, #15,236 by citations
- Cognitive Neuroscience — 14 citations into it; #2,352 of 10,852 by trust here, #3,368 by citations
- Information Theory — 12 citations into it
- Computer Networks and Communications — 5 citations into it
- Electrical and Electronic Engineering — 5 citations into it
- Probabilistic & Bayesian Methods — 5 citations into it
Whom Daniel Polani trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Andrew Barto
- Richard S. Sutton
- Malcolm J. A. Strens
- Peter M. Bentler
- Naftali Tishby
- Stephen W. Carden
- Karl J. Friston
- Florentin Wörgötter
- J. Urgen Schmidhuber
- Ronen I. Brafman
Who trusts Daniel Polani overall
- Shakir Mohamed
- Karl J. Friston
- Danilo Jimenez Rezende
- Christoph Salge
- Karol Gregor
- Sainbayar Sukhbaatar
- J. Urgen Schmidhuber
- Jacqueline Gottlieb
- Cornelius Glackin
- Sergey Levine
Papers from Daniel Polani's perspective
Ordered by how strongly the researchers Daniel Polani trusts endorse each paper. Same corpus, a different order for every researcher.
- Reinforcement Learning: An Introduction
- ImageNet classification with deep convolutional neural networks
- Information Theory: 1948-1998 - Guest Editorial
- Gradient-based learning applied to document recognition
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- Long Short-Term Memory
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Learning Multiple Layers of Features from Tiny Images
- Curious model-building control systems
- Intrinsically Motivated Reinforcement Learning
Their papers
- Empowerment: a universal agent-centric measure of control (2005) — 429 citations
- Information Theory of Decisions and Actions (2011) — 322 citations
- Empowerment for continuous agent—environment systems (2011) — 110 citations
- Empowerment - an Introduction (2013) — 215 citations