Billy Okal
Reinforcement Learning · 2014–2016
A researcher in the Science corpus: 3 papers; trusts 15 researchers and is trusted by 1 researcher here, as inferred from the citation graph.
Subfields
- Reinforcement Learning — 10 citations into it
- Computer Vision and Pattern Recognition — 8 citations into it
- Aerospace Engineering — 7 citations into it
- Artificial Intelligence — 5 citations into it; #32,982 of 35,345 by trust here, #25,809 by citations
- Control and Systems Engineering — 5 citations into it
Whom Billy Okal trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Morgan Quigley
- Andrew Barto
- Richard S. Sutton
- Andrew Y. Ng
- Deepak Ramachandran
- Dizan Vasquez
- Emrah Akin Sisbot
- Mehdi Moussaïd
- Eyal Amir
- Rachid Alami
Who trusts Billy Okal overall
Papers from Billy Okal's perspective
Ordered by how strongly the researchers Billy Okal trusts endorse each paper. Same corpus, a different order for every researcher.
- Reinforcement Learning: An Introduction
- ImageNet classification with deep convolutional neural networks
- Gradient-based learning applied to document recognition
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- Apprenticeship learning via inverse reinforcement learning
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Learning Multiple Layers of Features from Tiny Images
- Long Short-Term Memory
- ImageNet: A large-scale hierarchical image database
- Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift (International Conference on Machine Learning)
Their papers
- Inverse Reinforcement Learning algorithms and features for robot navigation in crowds: An experimental comparison (2014) — 164 citations
- SPENCER: A Socially Aware Service Robot for Passenger Guidance and Help in Busy Airports (2015) — 296 citations
- Learning socially normative robot navigation behaviors with Bayesian inverse reinforcement learning (2016) — 122 citations