Tavian Barnes

Reinforcement Learning · 2017–2018

A researcher in the Science corpus: 2 papers; trusts 3 researchers and is trusted by 1 researcher here, as inferred from the citation graph.

Subfields

• Reinforcement Learning — 37 citations into it; #2,176 of 2,242 by trust here, #843 by citations

Whom Tavian Barnes trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Richard S. Sutton

Who trusts Tavian Barnes overall

1. Prithviraj Ammanabrolu

Papers from Tavian Barnes's perspective

Ordered by how strongly the researchers Tavian Barnes trusts endorse each paper. Same corpus, a different order for every researcher.

1. ImageNet classification with deep convolutional neural networks
2. Reinforcement Learning: An Introduction
3. Human-level control through deep reinforcement learning
4. Asynchronous Methods for Deep Reinforcement Learning
5. Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
6. Gradient-based learning applied to document recognition
7. The Arcade Learning Environment: An Evaluation Platform for General Agents
8. Curriculum learning
9. Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
10. Between MDPs and Semi-MDPs: A Framework for Temporal Abstraction in Reinforcement Learning

Their papers

• TextWorld: A Learning Environment for Text-based Games (2018) — 482 citations
• Hybrid Reward Architecture for Reinforcement Learning (2017) — 292 citations