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upvoted a paper 9 days ago

OPD-Evolver: Cultivating Holistic Agent Evolver via On-Policy Distillation

Paper • 2606.17628 • Published 11 days ago • 27

upvoted a paper 11 days ago

Memory is Reconstructed, Not Retrieved: Graph Memory for LLM Agents

Paper • 2606.06036 • Published 23 days ago • 73

upvoted a paper 17 days ago

ResearchClawBench: A Benchmark for End-to-End Autonomous Scientific Research

Paper • 2606.07591 • Published 30 days ago • 95

upvoted a paper 22 days ago

Audio Interaction Model

Paper • 2606.05121 • Published 24 days ago • 119

upvoted a paper 28 days ago

Qwen-VLA: Unifying Vision-Language-Action Modeling across Tasks, Environments, and Robot Embodiments

Paper • 2605.30280 • Published 30 days ago • 146

upvoted a paper 2 months ago

OccuBench: Evaluating AI Agents on Real-World Professional Tasks via Language World Models

Paper • 2604.10866 • Published Apr 13 • 68

upvoted 2 papers 3 months ago

When Numbers Speak: Aligning Textual Numerals and Visual Instances in Text-to-Video Diffusion Models

Paper • 2604.08546 • Published Apr 9 • 116

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

Paper • 2603.25716 • Published Mar 26 • 157

upvoted 3 papers 5 months ago

TodoEvolve: Learning to Architect Agent Planning Systems

Paper • 2602.07839 • Published Feb 8 • 6

Mem-T: Densifying Rewards for Long-Horizon Memory Agents

Paper • 2601.23014 • Published Jan 30 • 3

LatentMem: Customizing Latent Memory for Multi-Agent Systems

Paper • 2602.03036 • Published Feb 3 • 16

upvoted 2 papers 6 months ago

MemEvolve: Meta-Evolution of Agent Memory Systems

Paper • 2512.18746 • Published Dec 21, 2025 • 31

Memory in the Age of AI Agents

Paper • 2512.13564 • Published Dec 15, 2025 • 159

upvoted 2 papers 7 months ago

AutoEnv: Automated Environments for Measuring Cross-Environment Agent Learning

Paper • 2511.19304 • Published Nov 24, 2025 • 92

TiViBench: Benchmarking Think-in-Video Reasoning for Video Generative Models

Paper • 2511.13704 • Published Nov 17, 2025 • 44

upvoted a paper 8 months ago

ReCode: Unify Plan and Action for Universal Granularity Control

Paper • 2510.23564 • Published Oct 27, 2025 • 123

upvoted 2 papers 9 months ago

CoMAS: Co-Evolving Multi-Agent Systems via Interaction Rewards

Paper • 2510.08529 • Published Oct 9, 2025 • 19

MAPO: Mixed Advantage Policy Optimization

Paper • 2509.18849 • Published Sep 23, 2025 • 27

upvoted 2 papers 10 months ago

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey

Paper • 2509.02547 • Published Sep 2, 2025 • 239

Beyond Pass@1: Self-Play with Variational Problem Synthesis Sustains RLVR

Paper • 2508.14029 • Published Aug 19, 2025 • 119