Firdaus Janoos
Artificial Intelligence · 2014–2020
A researcher in the Science corpus: 5 papers; trusts 22 researchers and is trusted by 1 researcher here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 53 citations into it
- Reinforcement Learning — 53 citations into it; #2,226 of 2,242 by trust here, #1,609 by citations
- Optimization & Training — 30 citations into it
- Computer Vision and Pattern Recognition — 11 citations into it
- Management Science and Operations Research — 10 citations into it
- Computational Mechanics — 7 citations into it
Whom Firdaus Janoos trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- John Schulman
- Sham M. Kakade
- Amir Beck
- Ronald J. Williams
- Diederik P. Kingma
- Richard S. Sutton
- Marc Teboulle
- Paul Tseng
- Alan S. Willsky
- Christian P. Robert
Who trusts Firdaus Janoos overall
Papers from Firdaus Janoos's perspective
Ordered by how strongly the researchers Firdaus Janoos trusts endorse each paper. Same corpus, a different order for every researcher.
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- ImageNet classification with deep convolutional neural networks
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Gradient-based learning applied to document recognition
- Attention is All you Need (Neural Information Processing Systems)
- Long Short-Term Memory
- ImageNet: A large-scale hierarchical image database
- Reinforcement Learning: An Introduction
- Simple Statistical Gradient-Following Algorithms for Connectionist Reinforcement Learning
- Learning Multiple Layers of Features from Tiny Images
Their papers
- Are Deep Policy Gradient Algorithms Truly Policy Gradient Algorithms? (2018) — 54 citations
- Implementation Matters in Deep Policy Gradients: A Case Study on PPO and TRPO (2020) — 333 citations
- Implementation Matters in Deep RL: A Case Study on PPO and TRPO (2020) — 322 citations
- A Closer Look at Deep Policy Gradients (2018) — 110 citations
- Multi-scale Graphical Models for Spatio-Temporal Processes (2014) — 17 citations