reinforcement

Machine Learning

Runtime reinforcement: preventing “instruction decay” in long reference windows

AI Tools

Forget Keyword Mimicry: ByteDance AI Maps Molecular Bonds in AI Reasoning to Stabilize Long Chain-Thought Performance and Reinforcement Learning (RL) Training

AI News

Kyutai releases Hibiki-Zero: A3B parameter simultaneous speech-to-speech translation model using GRPO reinforcement learning without any word-level aligned data

AI News

A coding implementation to train safety-critical reinforcement learning agents offline using d3rlpy and conservative Q-learning with fixed historical data

AI Tools

Nuss Research releases NussCoder-14b: a competitive Olympiad programming model, post-trained on QUEN3-14b via reinforcement learning.

AI Tools

Meet SETA: open source training reinforcement learning environment for terminal agents with 400 tasks and CAMEL toolkit

AI Basics

Why even reinforcement learning can’t beat casinos (and why I created a simulation to prove it)

Generative AI

Liquid AI’s LFM2-2.6B-Exp uses pure reinforcement learning RL and dynamic hybrid reasoning to optimize small model behavior