Pinned Repositories
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)
dotfiles
face-gender-classification
Facial and gender classification of actors from scratch, using linear regression, with pictures taken from FaceScrub.
movie_reviews
Sentiment classifier for movie reviews
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.
pbt-gan
Applying Population Based Training on Generative Adversarial Networks.
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.
sudoku-AI
Sudoku solver by modelling it as a CSP (constraint-satification problem), and additionally as an exact cover problem using Dancing Links (TO DO).
angusfung's Repositories
angusfung/population-based-training
Reproducing results from DeepMind's paper on Population Based Training of Neural Networks.
angusfung/pbt-gan
Applying Population Based Training on Generative Adversarial Networks.
angusfung/sokoban-AI
AI of the game Sokoban using search strategies and heuristics with deadlock checking.
angusfung/face-gender-classification
Facial and gender classification of actors from scratch, using linear regression, with pictures taken from FaceScrub.
angusfung/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.
angusfung/sudoku-AI
Sudoku solver by modelling it as a CSP (constraint-satification problem), and additionally as an exact cover problem using Dancing Links (TO DO).
angusfung/deepnn_classifier
Classifying faces and hand-written characters (Python + Tensor flow)
angusfung/dotfiles
angusfung/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.
angusfung/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.
angusfung/cartpole-AI-RL-policy-gradient
Implementation of OpenAI's Cart Pole and adjusted to incorporate reinforcement learning with policy gradients.
angusfung/movie_reviews
Sentiment classifier for movie reviews
angusfung/rob301_labs
leJOS code for the lab component of ROB301