Yaxin Liu
Reinforcement Learning · 2003–2007
A researcher in the Science corpus: 6 papers; trusts 22 researchers and is trusted by 45 researchers here, as inferred from the citation graph.
Subfields
- Reinforcement Learning — 29 citations into it; #379 of 2,242 by trust here, #716 by citations
- Artificial Intelligence — 20 citations into it; #4,914 of 35,345 by trust here, #8,365 by citations
- Control and Systems Engineering — 5 citations into it
Whom Yaxin Liu trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Andrew Barto
- Richard S. Sutton
- Peter Stone
- Matthew E. Taylor
- Carlos Guestrin
- Satinder Singh
- Craig Boutilier
- G. Tesauro
- Martin L. Puterman
- Daphne Koller
Who trusts Yaxin Liu overall
- Matthew E. Taylor
- Peter Stone
- Frans Adriaan Oliehoek
- Landon Kraemer
- Bruno Castro da Silva
- Haitham Bou-Ammar
- George Dimitri Konidaris
- Shimon Whiteson
- Neville Mehta
- Alessandro Lazaric
Papers from Yaxin Liu's perspective
Ordered by how strongly the researchers Yaxin Liu 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)
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Long Short-Term Memory
- ImageNet: A large-scale hierarchical image database
- Markov Decision Processes: Discrete Stochastic Dynamic Programming
- Attention is All you Need (Neural Information Processing Systems)
- Learning Multiple Layers of Features from Tiny Images
Their papers
- Transfer Learning via Inter-Task Mappings for Temporal Difference Learning (2007) — 271 citations
- Keepaway Soccer: From Machine Learning Testbed to Benchmark (2005) — 158 citations
- Half Field Offense in RoboCup Soccer: A Multiagent Reinforcement Learning Case Study (2006) — 112 citations
- Value-Function-Based Transfer for Reinforcement Learning Using Structure Mapping (2006) — 92 citations
- Value Functions for RL-Based Behavior Transfer: A Comparative Study (2005) — 87 citations
- Risk-averse auction agents (2003) — 24 citations