Going Beyond Behaviour Cloning With Off-Policy Reinforcement Learning
How to adapt off-policy reinforcement learning algorithms to the offline reinforcement leaning setting to get better performance on deployment than behaviour cloning.
Feb 15, 2023
SORT IT - Build a PDF Processor
How to build a PDF processor to automatically extract, classify and summarise PDF documents.
Apr 28, 2020
Machine Learning in Real Time - Predicting Taxi Fares in NYC
Deploying a machine learning model to an API for real-time consumption by an application.
Nov 14, 2019
Improving Recommender Systems with Deep Learning
Using transfer learning to generate image-based features for a recommendation engine.
Sep 19, 2019