AI Deep Explorer | f... • 2m
Having worked on Reinforcement Learning, it’s always fascinating to see how it’s being applied in the world of LLMs. If you’re curious about how RL powers modern LLM agents, especially in areas like reward modeling, and policy gradients here are a few great resources I’d highly recommend 👇 🎓 Foundational Resource 1. Sutton & Barto – Reinforcement Learning: An Introduction This is the RL bible. The OG textbook. If you’re serious about RL, this is the place to start. Link - https://amzn.to/42XqCs5 2. Maxim Lapan - Deep Reinforcement Learning Hands-On (3rd Edition) A hands-on book that makes it easier to move from concepts to implementation. Link - https://amzn.to/44D12tG 3. Nathan Lambert - Reinforcement Learning from Human Feedback Perfect for understanding how RL is applied to align large language models. Link - https://rlhfbook.com/ Personally, I’ve found reward modeling and policy gradient optimization to be the trickiest parts in RL. Have you explored RL before?
AI Deep Explorer | f... • 2m
Give me 2 minutes, I will tell you How to Learn Reinforcement Learning for LLMs A humorous analogy for reinforcement learning uses cake as an example. Reinforcement learning, much like baking a cake, involves trial and error to achieve a desired ou
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A (Long) Peek into Reinforcement Learning How do AI agents master games like Go, control robots, or optimize trading strategies? The answer lies in Reinforcement Learning (RL)—where agents learn by interacting with environments to maximize rewards.
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LLM Post-Training: A Deep Dive into Reasoning LLMs This survey paper provides an in-depth examination of post-training methodologies in Large Language Models (LLMs) focusing on improving reasoning capabilities. While LLMs achieve strong performance
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My Favorite AI & ML Books That Shaped My Learning Over the years, I’ve read tons of books in AI, ML, and LLMs — but these are the ones that stuck with me the most. Each book on this list taught me something new about building, scaling, and underst
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Professional Best Books about artificial intelligence and programming from world best universities like MIT , Carnegie Mellon ,Cambridge Oxford etc Artificial Intelligence Premium books — 1=} Artificial Intelligence: A Modern Approach Download
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