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upvoted a paper about 22 hours ago

LongCat-Flash-Prover: Advancing Native Formal Reasoning via Agentic Tool-Integrated Reinforcement Learning

Paper • 2603.21065 • Published 3 days ago • 62

upvoted 2 papers 9 days ago

Bootstrapping Exploration with Group-Level Natural Language Feedback in Reinforcement Learning

Paper • 2603.04597 • Published 20 days ago • 206

Spatial-TTT: Streaming Visual-based Spatial Intelligence with Test-Time Training

Paper • 2603.12255 • Published 12 days ago • 90

upvoted 2 papers 13 days ago

OpenClaw-RL: Train Any Agent Simply by Talking

Paper • 2603.10165 • Published 14 days ago • 139

Penguin-VL: Exploring the Efficiency Limits of VLM with LLM-based Vision Encoders

Paper • 2603.06569 • Published 18 days ago • 114

upvoted a paper 15 days ago

How Far Can Unsupervised RLVR Scale LLM Training?

Paper • 2603.08660 • Published 15 days ago • 57

upvoted a paper 23 days ago

dLLM: Simple Diffusion Language Modeling

Paper • 2602.22661 • Published 27 days ago • 149

upvoted a paper 26 days ago

Query-focused and Memory-aware Reranker for Long Context Processing

Paper • 2602.12192 • Published Feb 12 • 57

upvoted 2 papers 29 days ago

Composition-RL: Compose Your Verifiable Prompts for Reinforcement Learning of Large Language Models

Paper • 2602.12036 • Published Feb 12 • 93

Less is Enough: Synthesizing Diverse Data in Feature Space of LLMs

Paper • 2602.10388 • Published Feb 11 • 244

upvoted 3 papers about 1 month ago

Learning beyond Teacher: Generalized On-Policy Distillation with Reward Extrapolation

Paper • 2602.12125 • Published Feb 12 • 60

The Devil Behind Moltbook: Anthropic Safety is Always Vanishing in Self-Evolving AI Societies

Paper • 2602.09877 • Published Feb 10 • 197

WideSeek-R1: Exploring Width Scaling for Broad Information Seeking via Multi-Agent Reinforcement Learning

Paper • 2602.04634 • Published Feb 4 • 98

upvoted 4 papers about 2 months ago

CAR-bench: Evaluating the Consistency and Limit-Awareness of LLM Agents under Real-World Uncertainty

Paper • 2601.22027 • Published Jan 29 • 85

MMFineReason: Closing the Multimodal Reasoning Gap via Open Data-Centric Methods

Paper • 2601.21821 • Published Jan 29 • 61

TTCS: Test-Time Curriculum Synthesis for Self-Evolving

Paper • 2601.22628 • Published Jan 30 • 35

Kimi K2.5: Visual Agentic Intelligence

Paper • 2602.02276 • Published Feb 2 • 259

upvoted 3 papers 2 months ago

X-Coder: Advancing Competitive Programming with Fully Synthetic Tasks, Solutions, and Tests

Paper • 2601.06953 • Published Jan 11 • 46

RL-AWB: Deep Reinforcement Learning for Auto White Balance Correction in Low-Light Night-time Scenes

Paper • 2601.05249 • Published Jan 8 • 48

Thinking with Map: Reinforced Parallel Map-Augmented Agent for Geolocalization

Paper • 2601.05432 • Published Jan 8 • 169