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upvoted a paper 9 days ago

ClawArena: Benchmarking AI Agents in Evolving Information Environments

Paper • 2604.04202 • Published 11 days ago • 36

upvoted a paper 13 days ago

Omni-SimpleMem: Autoresearch-Guided Discovery of Lifelong Multimodal Agent Memory

Paper • 2604.01007 • Published 14 days ago • 31

upvoted a paper 16 days ago

PRBench: End-to-end Paper Reproduction in Physics Research

Paper • 2603.27646 • Published 17 days ago • 29

upvoted a paper 27 days ago

MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild

Paper • 2603.17187 • Published 29 days ago • 138

upvoted a paper about 1 month ago

Strategic Navigation or Stochastic Search? How Agents and Humans Reason Over Document Collections

Paper • 2603.12180 • Published Mar 12 • 65

upvoted 2 papers 2 months ago

Agent World Model: Infinity Synthetic Environments for Agentic Reinforcement Learning

Paper • 2602.10090 • Published Feb 10 • 52

SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning

Paper • 2602.08234 • Published Feb 9 • 74

upvoted a paper 3 months ago

OpenVision 3: A Family of Unified Visual Encoder for Both Understanding and Generation

Paper • 2601.15369 • Published Jan 21 • 21

upvoted an article 3 months ago

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Article

Navigating the RLHF Landscape: From Policy Gradients to PPO, GAE, and DPO for LLM Alignment

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Feb 11, 2025

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118

upvoted a paper 3 months ago

SimpleMem: Efficient Lifelong Memory for LLM Agents

Paper • 2601.02553 • Published Jan 5 • 37

upvoted 3 papers 5 months ago

Agent0-VL: Exploring Self-Evolving Agent for Tool-Integrated Vision-Language Reasoning

Paper • 2511.19900 • Published Nov 25, 2025 • 49

Agent0: Unleashing Self-Evolving Agents from Zero Data via Tool-Integrated Reasoning

Paper • 2511.16043 • Published Nov 20, 2025 • 111

When Visualizing is the First Step to Reasoning: MIRA, a Benchmark for Visual Chain-of-Thought

Paper • 2511.02779 • Published Nov 4, 2025 • 60