From $P(y|x)$ to $P(y)$: Investigating Reinforcement Learning in Pre-train Space Paper • 2604.14142 • Published 23 days ago • 29
From P(y|x) to P(y): Investigating Reinforcement Learning in Pre-train Space Paper • 2604.14142 • Published 23 days ago • 29
On the Entropy Dynamics in Reinforcement Fine-Tuning of Large Language Models Paper • 2602.03392 • Published Feb 3 • 59
MegaFlow: Large-Scale Distributed Orchestration System for the Agentic Era Paper • 2601.07526 • Published Jan 12 • 23
AgentOCR: Reimagining Agent History via Optical Self-Compression Paper • 2601.04786 • Published Jan 8 • 31
Bottom-up Policy Optimization: Your Language Model Policy Secretly Contains Internal Policies Paper • 2512.19673 • Published Dec 22, 2025 • 66
Bottom-up Policy Optimization: Your Language Model Policy Secretly Contains Internal Policies Paper • 2512.19673 • Published Dec 22, 2025 • 66
Bottom-up Policy Optimization: Your Language Model Policy Secretly Contains Internal Policies Paper • 2512.19673 • Published Dec 22, 2025 • 66
ARIA: Training Language Agents with Intention-Driven Reward Aggregation Paper • 2506.00539 • Published May 31, 2025 • 30
Think Only When You Need with Large Hybrid-Reasoning Models Paper • 2505.14631 • Published May 20, 2025 • 20
Think on your Feet: Adaptive Thinking via Reinforcement Learning for Social Agents Paper • 2505.02156 • Published May 4, 2025 • 18
Think on your Feet: Adaptive Thinking via Reinforcement Learning for Social Agents Paper • 2505.02156 • Published May 4, 2025 • 18
Think on your Feet: Adaptive Thinking via Reinforcement Learning for Social Agents Paper • 2505.02156 • Published May 4, 2025 • 18 • 1
DAPO: An Open-Source LLM Reinforcement Learning System at Scale Paper • 2503.14476 • Published Mar 18, 2025 • 146