huminclu

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upvoted a paper 3 days ago

MemoryRewardBench: Benchmarking Reward Models for Long-Term Memory Management in Large Language Models

Paper • 2601.11969 • Published 6 days ago • 26

upvoted 2 papers 12 days ago

Can We Predict Before Executing Machine Learning Agents?

Paper • 2601.05930 • Published 14 days ago • 26

Illusions of Confidence? Diagnosing LLM Truthfulness via Neighborhood Consistency

Paper • 2601.05905 • Published 14 days ago • 18

upvoted a paper about 2 months ago

InnoGym: Benchmarking the Innovation Potential of AI Agents

Paper • 2512.01822 • Published Dec 1, 2025 • 36

upvoted a paper 3 months ago

LightMem: Lightweight and Efficient Memory-Augmented Generation

Paper • 2510.18866 • Published Oct 21, 2025 • 113

upvoted 3 papers 4 months ago

Towards Personalized Deep Research: Benchmarks and Evaluations

Paper • 2509.25106 • Published Sep 29, 2025 • 30

Scaling Generalist Data-Analytic Agents

Paper • 2509.25084 • Published Sep 29, 2025 • 20

OceanGym: A Benchmark Environment for Underwater Embodied Agents

Paper • 2509.26536 • Published Sep 30, 2025 • 36