Видео ютуба по тегу Reward Optimization

Behavior Alignment via Reward Function Optimization: A Deep Dive
Behavior Alignment via Reward Function Optimization: A Deep Dive
Audio Overview: What Makes a Reward Model a Good Teacher? An Optimization Perspective
Audio Overview: What Makes a Reward Model a Good Teacher? An Optimization Perspective
Action reward, a framework for inventory optimization
Action reward, a framework for inventory optimization
Reward Models | Data Brew | Episode 40
Reward Models | Data Brew | Episode 40
Optimizing Intended Reward Functions: Extracting All the Right Information From All the Right Places
Optimizing Intended Reward Functions: Extracting All the Right Information From All the Right Places
Direct Preference Optimization: Your Language Model is Secretly a Reward Model | DPO paper explained
Direct Preference Optimization: Your Language Model is Secretly a Reward Model | DPO paper explained
GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization
GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization
Reinforcement Learning from Human Feedback (RLHF) Explained
Reinforcement Learning from Human Feedback (RLHF) Explained
Direct Preference Optimization (DPO) explained: Bradley-Terry model, log probabilities, math
Direct Preference Optimization (DPO) explained: Bradley-Terry model, log probabilities, math
Reward-Based Truss Optimization for Modern Applications
Reward-Based Truss Optimization for Modern Applications
Reward-Adaptive Reinforcement Learning: Dynamic Policy Gradient Optimization for Bipedal Locomotion
Reward-Adaptive Reinforcement Learning: Dynamic Policy Gradient Optimization for Bipedal Locomotion
Direct Preference Optimization (DPO): Your Language Model is Secretly a Reward Model Explained
Direct Preference Optimization (DPO): Your Language Model is Secretly a Reward Model Explained
Optimizing Intended Rewards: Extracting All the Right Information from All the Right Places
Optimizing Intended Rewards: Extracting All the Right Information from All the Right Places
Efficient Reward Learning With Bayesian Optimization
Efficient Reward Learning With Bayesian Optimization
Direct reasoning optimization: LLMs can reward and refine their own reasoning [Podcast]
Direct reasoning optimization: LLMs can reward and refine their own reasoning [Podcast]
Tim Quatmann:
Tim Quatmann: "Multi-objective Optimization of Long-run Average and Total Rewards" @TACAS 2021
Reinforcement Learning from Human Feedback explained with math derivations and the PyTorch code.
Reinforcement Learning from Human Feedback explained with math derivations and the PyTorch code.
DRAGON: Distributional Rewards Optimize Diffusion Generative Models
DRAGON: Distributional Rewards Optimize Diffusion Generative Models
Confidence-Reward Preference Optimization for Machine Translation
Confidence-Reward Preference Optimization for Machine Translation
Wingbit step by step reward optimization
Wingbit step by step reward optimization
Unlocking AI Limits: Reward Model Overoptimization Revealed!
Unlocking AI Limits: Reward Model Overoptimization Revealed!