Practical Guide to Reinforcement Learning from Human Feedback

Table of Contents

Introduction to Reinforcement Learning
Role of Human Feedback in Reinforcement Learning
Reward Modeling
Policy Training Based on Reward Model
Introduction to Language Models and Fine Tuning
Parameter Efficient Fine Tuning
Reward Modeling for Language Model Tuning
Reinforcement Learning for Tuning Language Models
Challenges of Reinforcement Learning with Human Feedback
Direct Preference Optimization
RLHF and Model Evaluations
Other Applications

Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.

• Interacção homem-computador
• Linguagem natural e tradução mecânica
• As redes neurais e sistemas nebulosos