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Reinforcement Learning

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Decoding Reward Hacking: Unraveling the Challenge and the KL Divergence Solution

Oct 26, 20233 min read

Introduction: Reward hacking, a term that echoes through the corridors of reinforcement learning, poses a unique challenge. It's a scenario where an...

Decoding Reward Hacking: Unraveling the Challenge and the KL Divergence Solution

Demystifying Reward Models in RLHF: A Comprehensive Guide

Oct 26, 20233 min read

Introduction: In the ever-expanding universe of Reinforcement Learning from Human Feedback (RLHF), the role of reward models is nothing short of...

Demystifying Reward Models in RLHF: A Comprehensive Guide

Bridging the Gap: How Reinforcement Learning with Human Feedback Transforms LLMs into Human-Aligned Models

Oct 26, 20233 min read

Introduction: In the ever-evolving landscape of Large Language Models (LLMs), fine-tuning has emerged as a powerful technique to customize these...

Bridging the Gap: How Reinforcement Learning with Human Feedback Transforms LLMs into Human-Aligned Models