Machine Learning

Asynchronous Methods for Deep Reinforcement Learning
Paper-reading presentation for the Reinforcement Learning topic of the MEng Advanced Topics in Machine Learning module.
11 Feb 2022 3:00 PM — 4:00 PM Computer Laboratory, University of Cambridge
Xiangyu Zhao
Asynchronous Methods for Deep Reinforcement Learning
Building a Simulator and Emulator for Traffic Signalling
MEng Machine Learning and the Physical World Group Project Presentation.
7 Feb 2022 2:30 PM — 3:00 PM Virtual
Xiangyu Zhao, Wenyu Li, Yilin Sun
Building a Simulator and Emulator for Traffic Signalling
Function Autoencoders: A Neural Network Approach to Gaussian Processes
MEng Probabilistic Machine Learning Investigative Project.
Xiangyu Zhao
19 Jan 2022
Function Autoencoders: A Neural Network Approach to Gaussian Processes
MEng Probabilistic Machine Learning Investigative Project.
Xiangyu Zhao
Building a Simulator and Emulator for Traffic Signalling
MEng Machine Learning and the Physical World Group Project.
Xiangyu Zhao, Wenyu Li, Yilin Sun
18 Jan 2022
Building a Simulator and Emulator for Traffic Signalling
MEng Machine Learning and the Physical World Group Project.
Xiangyu Zhao, Wenyu Li, Yilin Sun
A Neural Network Approach to Named Entity Recognition on Noisy User-Generated Texts
MEng Natural Language Processing Final Assignment.
Xiangyu Zhao
3 Dec 2021
A Neural Network Approach to Named Entity Recognition on Noisy User-Generated Texts
MEng Natural Language Processing Final Assignment.
Xiangyu Zhao
Deep Reinforcement Learning for Mahjong
Bachelor’s Dissertation supervised by Dr Sean Holden – We present Meowjong, an AI for 3-player Mahjong (Sanma) using deep reinforcement learning, with an informative and compact 2-dimensional data structure for encoding the observable information in a Sanma game.
Xiangyu Zhao, Sean B. Holden
14 May 2021
Deep Reinforcement Learning for Mahjong
Bachelor’s Dissertation supervised by Dr Sean Holden – We present Meowjong, an AI for 3-player Mahjong (Sanma) using deep reinforcement learning, with an informative and compact 2-dimensional data structure for encoding the observable information in a Sanma game.
Xiangyu Zhao, Sean B. Holden