AI

My notes/code/projects related to Reinforcement Learning

Blogs §

Reinforcement Learning §

• Reinforcement Learning: Alpha
• Reinforcement Learning: Beta

Resources §

• Deep RL Hugging Face
• Reinforcement Learning: An Introduction, Richard Sutton and Andrew G
• Foundations of Deep RL Series, by Pieter Abbeel

Self Supervised Learning §

• Notes on W2V-BERT
  • w2v-BERT is a framework that combines contrastive learning and MLM, where the former trains the model to discretise input continuous speech signals into a finite set of discriminative speech tokens, and the latter trains the model to learn contextualised speech representations via solving a masked prediction task consuming the discretised tokens.
• Notes on AudioMAE
• Notes on PolyGrad