GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization Paper • 2601.05242 • Published 25 days ago • 214
ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration Paper • 2511.21689 • Published Nov 26, 2025 • 121
Nemotron-Flash: Towards Latency-Optimal Hybrid Small Language Models Paper • 2511.18890 • Published Nov 24, 2025 • 34
V-ReasonBench: Toward Unified Reasoning Benchmark Suite for Video Generation Models Paper • 2511.16668 • Published Nov 20, 2025 • 55
DLER: Doing Length pEnalty Right - Incentivizing More Intelligence per Token via Reinforcement Learning Paper • 2510.15110 • Published Oct 16, 2025 • 16
GAR: Generative Adversarial Reinforcement Learning for Formal Theorem Proving Paper • 2510.11769 • Published Oct 13, 2025 • 26
ERA: Transforming VLMs into Embodied Agents via Embodied Prior Learning and Online Reinforcement Learning Paper • 2510.12693 • Published Oct 14, 2025 • 28
GAR: Generative Adversarial Reinforcement Learning for Formal Theorem Proving Paper • 2510.11769 • Published Oct 13, 2025 • 26
EPO: Entropy-regularized Policy Optimization for LLM Agents Reinforcement Learning Paper • 2509.22576 • Published Sep 26, 2025 • 135
Beyond Correctness: Harmonizing Process and Outcome Rewards through RL Training Paper • 2509.03403 • Published Sep 3, 2025 • 23