Monte Carlo Methods

Monte Carlo 101
An introductory talk on Monte Carlo methods, given at the Deep Learning Indaba.
1 Aug 2022 Higher School of Communication of Tunis
An Analysis of Monte Carlo Tree Search
A talk analysing the behaviour and biases of Monte Carlo tree search.
1 Feb 2017 Hilton San Francisco Union Square
An Investigation into the Effectiveness of Heavy Rollouts in UCT
A talk on the effectiveness of heavy rollout policies in UCT-based game-playing agents.
1 Jul 2016 New York Hilton Midtown