Best of Reinforcement LearningOctober 2024

  1. 1
    Article
    Avatar of communityCommunity Picks·2y

    Machine Learning and Deep Learning Courses on YouTube

    Curated YouTube courses cover foundational machine learning, deep learning, specialized applications such as healthcare, NLP, and practical uses like deploying large language models. Courses are suitable for various learning stages, providing knowledge from basic concepts to real-world implementations.

  2. 2
    Article
    Avatar of hnHacker News·2y

    DIAMOND

    DIAMOND 💎 (DIffusion As a Model Of eNvironment Dreams) is a reinforcement learning agent trained using a diffusion world model, showing improved performance by preserving important visual details. Highlighting its use in 3D environments like CSGO, DIAMOND achieves a mean human-normalized score of 1.46 on the Atari 100k benchmark. By using an efficient diffusion model, DIAMOND sets a new standard for agents trained entirely within world models.

  3. 3
    Video
    Avatar of communityCommunity Picks·1y

    I Trapped this AI Worm in a Dark Room for 1000 Simulated Years

    An AI training lab explores training a worm controlled by a neural network. Starting with minimal training, akin to a newborn, the AI progresses by increasing the complexity of its neural network, gradually teaching the worm self-awareness, locomotion, and task completion through reinforcement learning. The process involves tweaking network sizes, joint dampening, and reaction times. The ultimate goal is to see the worm achieve realistic movement with a significantly large neural network. The post also mentions Skillshare as a resource for learning about AI art generation.