Notes by Lex Toumbourou

a classic paper applying neural networks to RL for game playing

a reinforcement learning algorithm for finding optimal policies

A mathematical framework for modelling decision-making under uncertainty

a data structure where each node contains the hash of its child nodes

a public-key encryption system reliant on the practical difficulty of factorising large numbers

a sub graph of a connected graph that contains all vertices, but no cycles

a distribution-based sorting algorithm that works by dividing elements into buckets

a parameter that controls how confident Softmax predictions are

Routes LLM tasks to cheaper or more powerful models based on task novelty.

improve zero-shot prompt performance of LLMs by adding “Let’s think step by step” before each answer