Curriculum Learning With Unity ML-Agents
Teaching a team of hunters to capture their prey.
Control; Reinforcement Learning; Multiagent Learning; Unity
Particle Swarm Optimisation On The Cartpole Problem
Surprisingly competitive results using PSO on the cartpole problem!
Control; Reinforcement Learning; Metaheuristics
Brute Forcing The Cartpole Problem
Can we brute force a solution to the cartpole problem?
Control; Reinforcement Learning
Identifying Voting Blocs In The Eurovision Song Contest
Identifying voting blocs in the Eurovision Song Contest with data science
Who Is The Most Important Person On In A Social Network?
Indulge my obsession with graphs and learn about network centrality!
Graph Theory; Networks; Centrality
Optimising The Boids Algorithm With Unsupervised Learning
We take a look at the famous Boids algorithm and increase its performance with unsupervised learning.
Natural Computing; Unsupervised Learning; Swarms
A.I. To Play Pong!
Join me in a series of blog posts detailing my quest to produce an 'unbeatable' Pong A.I.!
Reinforcement Learning; Multiagent Learning