Reinforcement Learning

2025

Nanochat

Nanochat

I trained my own LLMs from Karpathy’s repo.

2021

Reinforcement Learning Notes

Reinforcement Learning Notes

Reinforcement notes from Pieter Abbeel’s lectures.

Probing Bacterial Parasitism Using Multi-Agent Reinforcement Learning

Probing Bacterial Parasitism Using Multi-Agent Reinforcement Learning

Studying multi-species dynamics that emerge in different environments.

2020

Lost Cities Part 2: Learning from Deep Q-Networks

Lost Cities Part 2: Learning from Deep Q-Networks

Adding eyes to our deep Q-network for a physical face off.

Lost Cities: Using Deep Q-Networks to Learn a Simple Card Game

Lost Cities: Using Deep Q-Networks to Learn a Simple Card Game

Using reinforcement learning to solve an imperfect information card game.