Spurious Rewards: Rethinking Training Signals in RLVR Paper • 2506.10947 • Published Jun 12, 2025 • 2
Open Character Training: Shaping the Persona of AI Assistants through Constitutional AI Paper • 2511.01689 • Published Nov 3, 2025 • 5
Meta-Reinforcement Learning with Self-Reflection for Agentic Search Paper • 2603.11327 • Published Mar 11 • 11
Learning to Solve Hard Problems in RL for LLMs by Never Giving Up Paper • 2609.13443 • Published 23 days ago • 13
Learning to Solve Hard Problems in RL for LLMs by Never Giving Up Paper • 2609.13443 • Published 23 days ago • 13
Meta-Reinforcement Learning with Self-Reflection for Agentic Search Paper • 2603.11327 • Published Mar 11 • 11
The Delta Learning Hypothesis: Preference Tuning on Weak Data can Yield Strong Gains Paper • 2507.06187 • Published Jul 8, 2025
The Embedder's Dilemma: LLMs Are Better, but at What Cost? Paper • 2608.12875 • Published Aug 13 • 16
Nemotron 3 Ultra: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning Paper • 2606.15007 • Published Jun 12 • 20
Dr-DCI: Scaling Direct Corpus Interaction via Dynamic Workspace Expansion Paper • 2606.14885 • Published Jun 12 • 13