The Uncertainty Trap

Exploring Model Graders for Reinforcement Fine-Tuning

Cookbook to use model graders for reinforcement fine-tuning in expert tasks.

Exploring Model Graders for Reinforcement Fine-Tuning

Cookbook to use model graders for reinforcement fine-tuning in expert tasks.

Reinforcement fine-tuning overview

Explains how to fine-tune models using reinforcement signals. — fine-tuning, latency, cost, performance

Reinforcement fine-tuning overview

Explains how to fine-tune models using reinforcement signals. — fine-tuning, latency, cost, performance

Reinforcement Pre-Training

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Reinforcement Learning's Safety Dance: Balancing Risk and Reward

Reinforcement learning meets model predictive control to keep complex systems safe. But is this new approach the silver bullet it claims to

Optimistic Thompson Sampling for No-Regret Learning in Unknown Games

We study the problem of learning to play a repeated multi-player game with an unknown reward function and bandit feedback. The central chall

[CogSci15] Evaluating Human Cognition of Containing Relations with Physical Simulation