#RobotLearning lecture update. These next lectures cover deep #qlearning fundamentals quickly and then get into the challenges of training #largemodels, maintaining the contraction property with target networks, network structure, and better optimizers.

#DeepQlearning for continuous actions is key for controlling many types of #robots, but it has been tricky to train #largeModels to achieve those performance gains. In these lectures, I cover the fundamentals and explain how new research is bending the rules of the #deadlytriad to advance #scaling.

Providing goals as images to #robots is a flexible and accessible medium. In this lecture, I explain the best methods, challenges, and limitations of learning good #representations for images, starting with using more structure and moving on to using #largemodels and language as goals.

How can control policies be trained from offline data and scaled to larger models and datasets? In this #robotlearning lecture, I cover common methods for training policies from fixed data, and then I discuss recent research on how to scale these methods to #largemodels and #largedatasets.

Just got an order for this model. I've printed it before. The detail is as good as it looks. And think about how much fun it'll be to paint that weathered wood.

#minipainting #3dprint #etsyshop #VikingMini #miniatures #modelkits #largemodels
https://www.etsy.com/listing/4372212884

Tmall launches "AI Space Station" for large model subscriptions! 🚀 Now you can top up Tokens for Zhipu AI, DeepSeek AI, Kimi & more via code or direct. Experts see this as a big step, potentially bringing AI services to mass consumers like phone plans. #AI #Tmall #LargeModels

The chip, built in-house, is designed to handle everything from the training of #largeModels to powering real-time #chatbots and #AIagents.... and give customers “the ability to run and scale the largest, most data-intensive models in existence.”
www.cnbc.com/2025/11/06/g...

The Open Taxonomy (LOT) can classify reasoning traces of large models with 80%‑100% accuracy, and aligning Qwen3 variants’ style improved GPQA scores by 3.3%‑5.7%. https://getnews.me/new-taxonomy-highlights-reasoning-patterns-of-large-models/ #opentaxonomy #largemodels #qwen3

🔥🤖📈Combining Large Models Unlocks New Levels Of Performance In AI Research www.azoai.com/news/2024101... #AIresearch #modelmerging #scalability #generalization #largemodels #expertmodels #zeroshot #instructiontuning #multitasktraining