Chapman Siu

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 13

Top Topics

Reinforcement Learning

Top Venues

J. Open Source Softw.

Publications

Chapman Siu
Online GentleAdaBoost - Technical Report. CoRR (2023)
Chapman Siu, Jason M. Traish, Richard Yi Da Xu
Dual Behavior Regularized Reinforcement Learning. CoRR (2021)
Chapman Siu, Jason Traish, Richard Yi Da Xu
Regularize! Don't Mix: Multi-Agent Reinforcement Learning without Explicit Centralized Structures. CoRR (2021)
Chapman Siu, Jason M. Traish, Richard Yi Da Xu
Greedy UnMixing for Q-Learning in Multi-Agent Reinforcement Learning. CoRR (2021)
Chapman Siu, Jason Traish, Richard Yi Da Xu
Dynamic Coordination Graph for Cooperative Multi-Agent Reinforcement Learning. ACML (2021)
Chapman Siu
Transferring Tree Ensembles to Neural Networks. ICONIP (2) (2019)
Chapman Siu
TreeGrad: Transferring Tree Ensembles to Neural Networks. CoRR (2019)
Chapman Siu
Residual Networks Behave Like Boosting Algorithms. CoRR (2019)
Chapman Siu
Residual Networks Behave Like Boosting Algorithms. DSAA (2019)
William McGinnis, Chapman Siu, Andre S., Hanyu Huang
Category Encoders: a scikit-learn-contrib package of transformers for encoding categorical data. J. Open Source Softw. 3 (21) (2018)
Chapman Siu, Richard Yi Da Xu
Diverse Online Feature Selection. CoRR (2018)
Chapman Siu
Automatic Induction of Neural Network Decision Tree Algorithms. CoRR (2018)
Chapman Siu
Ramble: Parser Combinator for R. J. Open Source Softw. 2 (11) (2017)