John's repositories
OD_Prediction
Dynamic Origin-Destination Matrix Prediction with Line Graph Neural Networks and Kalman Filter
RL_with_Model
Combining deep reinforcement learning and safety based control for autonomous driving
YouTubeVideoCode
Code related to my YouTube vids!
caffe
Caffe: a fast open framework for deep learning.
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LabelMeAnnotationTool
Source code for the LabelMe annotation tool.
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lectures
Oxford Deep NLP 2017 course
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MP-DQN
Source code for the dissertation: "Multi-Pass Deep Q-Networks for Reinforcement Learning with Parameterised Action Spaces"
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StarCraft
Implementations of QMIX, VDN, COMA, QTRAN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario of StarCraft II
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tensorflow
Computation using data flow graphs for scalable machine learning
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