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The More I Tuned My Reward Function, The Worse My RL Agent Got

Medium · Machine Learning 🎮 Reinforcement Learning ⚡ AI Lesson 6d 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 »

Reinforcement Learning in Chip Design

Medium · Machine Learning 🎮 Reinforcement Learning ⚡ AI Lesson 1w ago

Reinforcement Learning in Chip Design

Continue reading on AI Simplified in Plain English »

Intelligent Routing with Reinforcement Learning (RL)

Medium · Machine Learning 🎮 Reinforcement Learning ⚡ AI Lesson 2w ago

Intelligent Routing with Reinforcement Learning (RL)

 Reinforcement Learning (RL) is transforming network optimization by enabling systems to learn from real-time interactions. Instead of… Continue reading on Med

The Four Conditions: A Framework for Making Correctness the Path of Least Resistance in RLVR

Medium · Machine Learning 🎮 Reinforcement Learning ⚡ AI Lesson 1mo ago

The Four Conditions: A Framework for Making Correctness the Path of Least Resistance in RLVR

You can read every RLVR paper from the last two years — DeepSeek-R1, DAPO, SCOPE, the Tsinghua mode-collapse analysis, the reward hacking… Continue reading on M

RLHF Explained: The Secret Sauce That Makes Models Smarter

Medium · Machine Learning 🎮 Reinforcement Learning ⚡ AI Lesson 1mo ago

RLHF Explained: The Secret Sauce That Makes Models Smarter

In 2022, OpenAI released InstructGPT, a model 100× smaller than GPT-3 that humans consistently preferred. The secret wasn’t architecture… Continue reading on Le