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📰 Medium · AI

6 articles · Updated every 3 hours · View all reads

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On-Policy vs Off-Policy Learning: The Most Misunderstood Distinction in Reinforcement Learning
Medium · AI 🎮 Reinforcement Learning ⚡ AI Lesson 1mo ago
On-Policy vs Off-Policy Learning: The Most Misunderstood Distinction in Reinforcement Learning
From TD errors to GRPO — explained in words, with all the algebra kept in one place at the end, Continue reading on Medium »
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“The Hidden Problem with Pass-Rate Rewards in Reinforcement Learning for Code Generation”
Medium · AI 🎮 Reinforcement Learning ⚡ AI Lesson 1mo ago
“The Hidden Problem with Pass-Rate Rewards in Reinforcement Learning for Code Generation”
If you’ve trained reinforcement learning models for code generation, you’ve probably used pass rate as the reward. Continue reading on Medium »
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When Machines Learned to Learn: A Brief Story of Reinforcement Learning
Medium · AI 🎮 Reinforcement Learning ⚡ AI Lesson 1mo ago
When Machines Learned to Learn: A Brief Story of Reinforcement Learning
How a theory of reward became the key to both artificial intelligence and understanding the human brain Continue reading on Medium »
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Proximal Policy Optimisation — The Clip That Made Policy Gradients Reliable
Medium · AI 🎮 Reinforcement Learning ⚡ AI Lesson 2mo ago
Proximal Policy Optimisation — The Clip That Made Policy Gradients Reliable
Algorithms in Python — Advanced Reinforcement Learning, Part 1 Continue reading on Medium »
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The More I Tuned My Reward Function, The Worse My RL Agent Got
Medium · AI 🎮 Reinforcement Learning ⚡ AI Lesson 4mo ago
The More I Tuned My Reward Function, The Worse My RL Agent Got
A practical lesson from building a drone navigation agent and why simpler rewards often win in reinforcement learning Continue reading on Towards AI »
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Reinforcement Learning in Chip Design
Medium · AI 🎮 Reinforcement Learning ⚡ AI Lesson 4mo ago
Reinforcement Learning in Chip Design
Continue reading on AI Simplified in Plain English »
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