mannaandpoem

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upvoted a paper 7 days ago

DeepSearch-World: Self-Distillation for Deep Search Agents in a Verifiable Environment

Paper • 2607.07820 • Published 21 days ago • 91

upvoted a paper 11 days ago

Demystifying On-Policy Distillation: Roles, Pathologies, and Regulations

Paper • 2607.13399 • Published 14 days ago • 20

upvoted a paper 20 days ago

TurnOPD: Making On-Policy Distillation Turn-Aware for Efficient Long-Horizon Agent Training

Paper • 2607.05804 • Published 22 days ago • 18

liked a model 22 days ago

tencent/Hy3

Text Generation • 299B • Updated 8 days ago • 20.7k • • 885

upvoted 2 papers about 1 month ago

STARE: Surprisal-Guided Token-Level Advantage Reweighting for Policy Entropy Stability

Paper • 2606.19236 • Published Jun 17 • 13

PatchWorld: Gradient-Free Optimization of Executable World Models

Paper • 2605.30880 • Published May 29 • 12

upvoted a paper about 2 months ago

PlanningBench: Generating Scalable and Verifiable Planning Data for Evaluating and Training Large Language Models

Paper • 2605.20873 • Published May 20 • 44

liked a dataset 2 months ago

rl-research/dr-tulu-sft-data

Viewer • Updated Nov 25, 2025 • 13.1k • 230 • 29

liked a model 3 months ago

tencent/Hy3-preview

Text Generation • 299B • Updated Apr 23 • 72.8k • 300

liked a dataset 4 months ago

OpenResearcher/OpenResearcher-Dataset

Viewer • Updated Mar 25 • 97.6k • 3.98k • 131

upvoted 2 papers 5 months ago

Beyond Length Scaling: Synergizing Breadth and Depth for Generative Reward Models

Paper • 2603.01571 • Published Mar 2 • 34

RubricBench: Aligning Model-Generated Rubrics with Human Standards

Paper • 2603.01562 • Published Mar 2 • 64

liked a model 5 months ago

zai-org/GLM-4.7-Flash

Text Generation • 31B • Updated Jan 29 • 2.16M • • 1.79k

upvoted 4 papers 6 months ago

AOrchestra: Automating Sub-Agent Creation for Agentic Orchestration

Paper • 2602.03786 • Published Feb 3 • 90

Agent Learning via Early Experience

Paper • 2510.08558 • Published Oct 9, 2025 • 276

mHC: Manifold-Constrained Hyper-Connections

Paper • 2512.24880 • Published Dec 31, 2025 • 331

DeepResearchEval: An Automated Framework for Deep Research Task Construction and Agentic Evaluation

Paper • 2601.09688 • Published Jan 14 • 128

liked a dataset 7 months ago

CognitiveKernel/WebAggregatorQA

Updated Oct 17, 2025 • 97 • 4

upvoted a paper 8 months ago

AutoEnv: Automated Environments for Measuring Cross-Environment Agent Learning

Paper • 2511.19304 • Published Nov 24, 2025 • 92

upvoted a paper 9 months ago

Scaling Latent Reasoning via Looped Language Models

Paper • 2510.25741 • Published Oct 29, 2025 • 234