Elon Musk announces plans to build Terafab, the world’s largest chip factory

Elon Musk announces plans to build Terafab, the world’s largest chip factory

Elon Musk has announced plans to build Terafab, the largest semiconductor manufacturing facility ever. A joint venture between Tesla, SpaceX and xAI, Terafab was announced in a live broadcast on Saturday as “the next step in galactic civilization.” Of course, Musk’s plans for this extend beyond Earth, and will cost $20 to $25 billion to … Read more

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