Using Deep Q-Learning (DQN) from Scratch Using RLax JAX Haiku and Optax to Train a CartPole Reinforcement Learning Agent

Using Deep Q-Learning (DQN) from Scratch Using RLax JAX Haiku and Optax to Train a CartPole Reinforcement Learning Agent

In this tutorial, we use a reinforcement learning agent RLaxa research-oriented library developed by Google DeepMind to build reinforcement learning algorithms with JAX. We combine RLax with JAX, Haiku, and Optax to build a Deep Q-Learning (DQN) agent that learns to solve the CartPole environment. Instead of using a fully packaged RL framework, we assemble … Read more

Project Hail Mary Is The Perfect ‘Memento Mori’ For The Year Of The Fire Horse

Project Hail Mary Is The Perfect ‘Memento Mori’ For The Year Of The Fire Horse

In Project Hail MaryRyan Gosling plays a middle school science teacher who is sent into space on a suicidal mission against his will. He meets an alien he nicknames ‘Rocky’, and the two learn to communicate, discover that they are both the only survivors of their missions, and join forces to save their sun-eating life … Read more