Self-Assessment Reinforcement Learning for Search-State Awareness in Retrieval-Augmented Large Language Models Paper • 2610.30435 • Published 11 days ago • 7
Learning and Reasoning with Geometry: How Generation Helps Spatial Understanding Paper • 2610.36022 • Published 6 days ago • 6
What Outcome RL Buys: Finishing, Reliability, Rarely Reach Paper • 2610.34894 • Published 6 days ago • 7
S3AC: Stabilized, Selective, and Scalable Actor-Critic for LLM Reasoning Paper • 2610.35518 • Published 6 days ago • 35
ThinkWorld: World Imagination Reinforces Chain-of-Dynamics Reasoning Paper • 2610.37666 • Published 5 days ago • 62
Function-Space Temporal Self-Distillation for Policy Optimization Paper • 2610.19687 • Published 18 days ago • 37
OmniShowcase: Omnidirectional Subject-Consistent Video Generation from Multi-View Images Paper • 2610.35684 • Published 6 days ago • 109
Runtime error Agents Featured 59 Community ChatBot Arena 🤖 59 Chat with multiple AI models and compare their responses
Efficient Streaming Audio-Visual Target Speaker Extraction for Real-World Acoustic Scenes Paper • 2610.32749 • Published 9 days ago • 110
Nemotron-Labs-Diffusion-Uni: Elastic Self-Refining Unified Diffusion LLM with Cross-Paradigm On-Policy Distillation Paper • 2610.36466 • Published 5 days ago • 29
ProAS: A Progress-Aware Advantage Shaping Framework for Multi-Turn Agentic Reinforcement Learning Paper • 2610.18683 • Published 7 days ago • 24
Eat Your Precision: Precision Objective Mitigates Reward Hacking in Rubric-based RL Paper • 2610.33512 • Published 8 days ago • 47
Qwen-Image-PE: Learning Visual Design for Text-to-Image Prompt Enhancement Paper • 2610.33472 • Published 8 days ago • 34
RoboJev: An Open Vision-Language Judge for Robot Success Detection Paper • 2610.33718 • Published 8 days ago • 9
HoloBoxing: A Simple Recipe for Humanoid Boxing with 7 Minutes of Single-GPU Training Paper • 2610.32909 • Published 9 days ago • 8
MMVistaReason: Toward Open-Data and Post-Training Recipes for Multimodal Reasoning Paper • 2610.01352 • Published 10 days ago • 16
Co-adaptive Rule Routing and Constraining for Structured Knowledge Retrieval Paper • 2610.14465 • Published 15 days ago • 10