GenMem: Generative Symbolic Memory for Self-Evolving Harness
cs.LG
Submitted: 2026-09-28
Updated: 2026-09-28
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Sources
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- Qwen Technical Report
- ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning
- BrowseComp-Plus: A More Fair and Transparent Evaluation Benchmark of Deep-Research Agent
- Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models
- Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory
- OneRec: Unifying Retrieve and Rank with Generative Recommender and Iterative Preference Alignment
- Agentic Entropy-Balanced Policy Optimization
- Agentic Reinforced Policy Optimization
- Memp: Exploring Agent Procedural Memory
- MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework
- LoRA: Low-Rank Adaptation of Large Language Models
- AgenticRag-R1: Agentic Reinforcement Learning with Stack Memory for Multi-Step Reasoning, Retrieval and Memorizing
- Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning
- SkillGraph: Skill-Augmented Reinforcement Learning for Agents via Evolving Skill Graphs
- SimpleMem: Efficient Lifelong Memory for LLM Agents
- Self-Distilled Agentic Reinforcement Learning
- SKILL0: In-Context Agentic Reinforcement Learning for Skill Internalization
- Fine-Mem: Fine-Grained Feedback Alignment for Long-Horizon Memory Management
- Trace2Skill: Distill Trajectory-Local Lessons into Transferable Agent Skills
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