angusfung's repositories
population-based-training
Reproducing results from DeepMind's paper on Population Based Training of Neural Networks.
sokoban-AI
AI of the game Sokoban using search strategies and heuristics with deadlock checking.
face-gender-classification
Facial and gender classification of actors from scratch, using linear regression, with pictures taken from FaceScrub.
barrel-inspector-robot
Fully autonomous robot that investigates the status of heavy water containing barrels for a nuclear power plant. Written in assembly language for the PIC16 microcontroller, to provide a functional proof-of-concept prototype.
deepnn_classifier
Classifying faces and hand-written characters (Python + Tensor flow)
numbrix-hidato-AI
AI for the game Numbrix and Hidato by means of modelling it as a constraint-satisfication problem using BT, FC, GAC with MRV heuristic.
tenner-grid-AI
AI for the game Tenner Grid by means of modelling it as a constraint-satisfication problem using BT, FC, GAC with MRV heuristic.
cartpole-AI-RL-policy-gradient
Implementation of OpenAI's Cart Pole and adjusted to incorporate reinforcement learning with policy gradients.
movie_reviews
Sentiment classifier for movie reviews
rob301_labs
leJOS code for the lab component of ROB301