VGGT-Det: Mining VGGT Internal Priors for Sensor-Geometry-Free Multi-View Indoor 3D Object Detection Paper • 2603.00912 • Published 16 days ago • 36
Query-focused and Memory-aware Reranker for Long Context Processing Paper • 2602.12192 • Published Feb 12 • 56
On Data Engineering for Scaling LLM Terminal Capabilities Paper • 2602.21193 • Published 20 days ago • 95
Golden Goose: A Simple Trick to Synthesize Unlimited RLVR Tasks from Unverifiable Internet Text Paper • 2601.22975 • Published Jan 30 • 109
GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization Paper • 2601.05242 • Published Jan 8 • 229
Nemotron-Flash: Towards Latency-Optimal Hybrid Small Language Models Paper • 2511.18890 • Published Nov 24, 2025 • 35
ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration Paper • 2511.21689 • Published Nov 26, 2025 • 125
Unified Reinforcement and Imitation Learning for Vision-Language Models Paper • 2510.19307 • Published Oct 22, 2025 • 32
DLER: Doing Length pEnalty Right - Incentivizing More Intelligence per Token via Reinforcement Learning Paper • 2510.15110 • Published Oct 16, 2025 • 18
OmniVinci: Enhancing Architecture and Data for Omni-Modal Understanding LLM Paper • 2510.15870 • Published Oct 17, 2025 • 91
QeRL: Beyond Efficiency -- Quantization-enhanced Reinforcement Learning for LLMs Paper • 2510.11696 • Published Oct 13, 2025 • 181
GAR: Generative Adversarial Reinforcement Learning for Formal Theorem Proving Paper • 2510.11769 • Published Oct 13, 2025 • 26
BroRL: Scaling Reinforcement Learning via Broadened Exploration Paper • 2510.01180 • Published Oct 1, 2025 • 20
DeepSearch: Overcome the Bottleneck of Reinforcement Learning with Verifiable Rewards via Monte Carlo Tree Search Paper • 2509.25454 • Published Sep 29, 2025 • 146
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Beyond Correctness: Harmonizing Process and Outcome Rewards through RL Training Paper • 2509.03403 • Published Sep 3, 2025 • 23
Beyond Ten Turns: Unlocking Long-Horizon Agentic Search with Large-Scale Asynchronous RL Paper • 2508.07976 • Published Aug 11, 2025 • 52