Selecting Diverse SFT Traces Improves Post-RL Generalization Paper • 2609.33780 • Published 8 days ago • 38
RRSI: Regularized Recursive Self-Improvement of Agent Harnesses Paper • 2609.24972 • Published 14 days ago • 222
Random Attention: Rethinking KV Cache Eviction for Efficient Reasoning Paper • 2609.03430 • Published Sep 3 • 188
Harness-1: Reinforcement Learning for Search Agents with State-Externalizing Harnesses Paper • 2606.02373 • Published Jun 1 • 59
Masking Stale Observations Helps Search Agents -- Until It Doesn't: A Regime Map and Its Mechanism Paper • 2606.00408 • Published May 29 • 64
Learning to Predict Future-Aligned Research Proposals with Language Models Paper • 2603.27146 • Published Apr 6 • 6
Retrieval is Cheap, Show Me the Code: Executable Multi-Hop Reasoning for Retrieval-Augmented Generation Paper • 2605.12975 • Published May 13 • 9
Good SFT Optimizes for SFT, Better SFT Prepares for Reinforcement Learning Paper • 2602.01058 • Published Feb 1 • 45
GRACE: Generative Representation Learning via Contrastive Policy Optimization Paper • 2510.04506 • Published Oct 6, 2025 • 12
s3: You Don't Need That Much Data to Train a Search Agent via RL Paper • 2505.14146 • Published May 20, 2025 • 20
DeepRetrieval: Hacking Real Search Engines and Retrievers with Large Language Models via Reinforcement Learning Paper • 2503.00223 • Published Feb 28, 2025 • 2
RAS: Retrieval-And-Structuring for Knowledge-Intensive LLM Generation Paper • 2502.10996 • Published Feb 16, 2025 • 1