O-Mem: Omni Memory System for Personalized, Long Horizon, Self-Evolving Agents
Paper
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2511.13593
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Published
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26
Agent
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OmniScientist: Toward a Co-evolving Ecosystem of Human and AI Scientists
Paper • 2511.16931 • Published • 8 -
General Agentic Memory Via Deep Research
Paper • 2511.18423 • Published • 167 -
MiroThinker: Pushing the Performance Boundaries of Open-Source Research Agents via Model, Context, and Interactive Scaling
Paper • 2511.11793 • Published • 186 -
Agent0: Unleashing Self-Evolving Agents from Zero Data via Tool-Integrated Reasoning
Paper • 2511.16043 • Published • 109 -
WebCoach: Self-Evolving Web Agents with Cross-Session Memory Guidance
Paper • 2511.12997 • Published • 11 -
PaperDebugger: A Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and Editing
Paper • 2512.02589 • Published • 71 -
Agent0-VL: Exploring Self-Evolving Agent for Tool-Integrated Vision-Language Reasoning
Paper • 2511.19900 • Published • 48 -
LightMem: Lightweight and Efficient Memory-Augmented Generation
Paper • 2510.18866 • Published • 113 -
Paper2Video: Automatic Video Generation from Scientific Papers
Paper • 2510.05096 • Published • 119 -
Memory in the Age of AI Agents
Paper • 2512.13564 • Published • 145 -
Adaptation of Agentic AI
Paper • 2512.16301 • Published • 103 -
MemEvolve: Meta-Evolution of Agent Memory Systems
Paper • 2512.18746 • Published • 30 -
Reinforcement Learning for Self-Improving Agent with Skill Library
Paper • 2512.17102 • Published • 34 -
Memory-T1: Reinforcement Learning for Temporal Reasoning in Multi-session Agents
Paper • 2512.20092 • Published • 9 -
RAG-Anything: All-in-One RAG Framework
Paper • 2510.12323 • Published • 56 -
A Survey of Data Agents: Emerging Paradigm or Overstated Hype?
Paper • 2510.23587 • Published • 67 -
AgentFold: Long-Horizon Web Agents with Proactive Context Management
Paper • 2510.24699 • Published • 71 -
GEM: A Gym for Agentic LLMs
Paper • 2510.01051 • Published • 90 -
Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models
Paper • 2510.04618 • Published • 129 -
Agent Learning via Early Experience
Paper • 2510.08558 • Published • 272 -
HaluMem: Evaluating Hallucinations in Memory Systems of Agents
Paper • 2511.03506 • Published • 94 -
Scaling Agent Learning via Experience Synthesis
Paper • 2511.03773 • Published • 82