Explore how Game AI advancements are revolutionizing military decision-making in this 30-minute talk by Simon Lucas at the Alan Turing Institute. Discover the potential of statistical forward planning algorithms to enhance operational planning and mitigate unforeseen consequences in complex military environments. Learn about the rapid progress in AI that enables machines to rival or surpass human decision-makers in intricate domains. Delve into topics such as deep reinforcement learning, challenges in game AI, modeling complex games, and the application of evolutionary algorithms. Gain insights into how these technologies can be leveraged to improve precision in military operations and strategic planning.
Overview
Syllabus
Introduction
Game AI
Google Deepmind
Deep reinforcement learning
Challenges in game AI
The next deep learning
Model complex games
Quiz
RTS
Forward model
Search basis
Chaos
Evolutionary Algorithm
Life is too complex
What we do
Random sequence
Depth rollout
What does it mean
Machine learning and AI
Taught by
Alan Turing Institute
