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upvoted 3 papers 3 days ago

FIPO: Eliciting Deep Reasoning with Future-KL Influenced Policy Optimization

Paper • 2603.19835 • Published 17 days ago • 317

Unify-Agent: A Unified Multimodal Agent for World-Grounded Image Synthesis

Paper • 2603.29620 • Published 6 days ago • 46

SKILL0: In-Context Agentic Reinforcement Learning for Skill Internalization

Paper • 2604.02268 • Published 4 days ago • 84

upvoted a paper 4 days ago

LongCat-Next: Lexicalizing Modalities as Discrete Tokens

Paper • 2603.27538 • Published 8 days ago • 134

upvoted a paper 7 days ago

Out of Sight but Not Out of Mind: Hybrid Memory for Dynamic Video World Models

Paper • 2603.25716 • Published 11 days ago • 152

upvoted a paper 9 days ago

Intern-S1-Pro: Scientific Multimodal Foundation Model at Trillion Scale

Paper • 2603.25040 • Published 11 days ago • 125

upvoted a paper 11 days ago

AI Can Learn Scientific Taste

Paper • 2603.14473 • Published 22 days ago • 416

upvoted a paper 13 days ago

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

Paper • 2603.21065 • Published 15 days ago • 77

upvoted 2 papers 21 days ago

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

Paper • 2603.04597 • Published Mar 4 • 210

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

Paper • 2603.12255 • Published 25 days ago • 91

upvoted 2 papers 25 days ago

OpenClaw-RL: Train Any Agent Simply by Talking

Paper • 2603.10165 • Published 27 days ago • 149

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

Paper • 2603.06569 • Published about 1 month ago • 118

upvoted a paper 27 days ago

How Far Can Unsupervised RLVR Scale LLM Training?

Paper • 2603.08660 • Published 28 days ago • 57

upvoted 4 papers about 1 month ago

dLLM: Simple Diffusion Language Modeling

Paper • 2602.22661 • Published Feb 26 • 152

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

Paper • 2602.12192 • Published Feb 12 • 57

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 2 months ago

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

Paper • 2602.12125 • Published Feb 12 • 61

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 • 99