A Survey of Self-Evolving Agents | A curated list of resources (surveys, papers, benchmarks, and opensource projects) on Self-Evolving Agents.
☆413Aug 23, 2026Updated last week
Alternatives and similar repositories for Awesome-Self-Evolving-Agents
Users that are interested in Awesome-Self-Evolving-Agents are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The code implementation for TTCS: Test-Time Curriculum Synthesis for Self-Evolving.☆51Apr 22, 2026Updated 4 months ago
- [Survey] A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems☆2,471May 16, 2026Updated 3 months ago
- ☆1,307Oct 15, 2025Updated 10 months ago
- MemSyco-Bench: Benchmarking Sycophancy in Agent Memory☆18Jul 30, 2026Updated last month
- [ACL'26 Findings] Official code for "BAPO: Boundary-Aware Policy Optimization for Reliable Agentic Search"☆31Apr 23, 2026Updated 4 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning☆959May 17, 2026Updated 3 months ago
- Self-evolving vision language models from zero data☆82Mar 14, 2026Updated 5 months ago
- Code and Data for "FaithfulRAG: Fact-Level Conflict Modeling for Context-Faithful Retrieval-Augmented Generation" (ACL25)☆39Oct 26, 2025Updated 10 months ago
- The paper list of "Memory in the Age of AI Agents: A Survey"☆2,361Mar 4, 2026Updated 6 months ago
- CoEvolve: Training LLM Agents via Agent-Data Mutual Evolution☆23Apr 27, 2026Updated 4 months ago
- CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification — COLM 2026☆65Aug 20, 2026Updated 2 weeks ago
- (ICML 2026) Self‑Evolving LLM Agents through an Experience‑Driven Lifecycle☆111May 8, 2026Updated 3 months ago
- ☆20Dec 21, 2025Updated 8 months ago
- MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents☆569May 23, 2026Updated 3 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Awesome AI Memory | LLM Memory | A curated knowledge base on AI memory for LLMs and agents, covering long-term memory, reasoning, retriev…☆1,196Updated this week
- EvoTest: Evolutionary Test-Time Learning for Self-Improving Agentic Systems (ICLR'26)☆28Nov 3, 2025Updated 10 months ago
- ☆1,881Jun 18, 2026Updated 2 months ago
- A survey of Graph-based Agent Memory | A curated list of resources (surveys, papers, benchmarks, and opensource projects) on graph-based …☆343Jun 6, 2026Updated 2 months ago
- GenEnv: Difficulty-Aligned Co-Evolution Between LLM Agents and Environment Simulators☆65Dec 23, 2025Updated 8 months ago
- ☆142Aug 24, 2026Updated last week
- ☆261Jul 17, 2026Updated last month
- [CVPR'26] VisPlay: Self-Evolving Vision-Language Models☆75Feb 25, 2026Updated 6 months ago
- Awesome List for On-Policy Distillation☆850Aug 26, 2026Updated last week
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- MemGen: Weaving Generative Latent Memory for Self-Evolving Agents☆411Jun 10, 2026Updated 2 months ago
- [ICLR2026] codes for R-Zero: Self-Evolving Reasoning LLM from Zero Data (https://www.arxiv.org/pdf/2508.05004)☆844Feb 4, 2026Updated 6 months ago
- [KDD 2026] MemGraphRAG: Memory-based Multi-Agent System for Graph Retrieval-Augmented Generation☆209Jun 20, 2026Updated 2 months ago
- EvoSkill — An open-source framework that automatically discovers and synthesizes reusable agent skills from failed trajectories to improv…☆1,167Aug 24, 2026Updated last week
- Reinforcement Learning via Self-Distillation (SDPO)☆1,086Jul 1, 2026Updated 2 months ago
- A curated list of resources (surveys, papers, benchmarks, and opensource projects) on Rubrics☆111Aug 18, 2026Updated 2 weeks ago
- A curated list of papers and resources based on the survey "Agentic Reasoning for Large Language Models"☆1,355Mar 9, 2026Updated 5 months ago
- RLAnything (ICML 2026) & AutoTool (ICML 2026), DemyAgent: Open-Source RL for LLMs and Agentic Scenarios☆632Jun 12, 2026Updated 2 months ago
- AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution☆570May 10, 2026Updated 3 months ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Official code for "Self-Distilled Agentic Reinforcement Learning"☆356Aug 27, 2026Updated last week
- A Survey of Multi-agent Collaboration, Attribution and Evolution☆79Jun 10, 2026Updated 2 months ago
- verl-agent is an extension of veRL, designed for training LLM/VLM agents via RL. verl-agent is also the official code for paper "Group-in…☆2,276Jun 9, 2026Updated 2 months ago
- Post-Trained MoE Can Skip Half Experts via Self-Distillation☆40May 19, 2026Updated 3 months ago
- A curated list of AI Agent evolution, memory systems, multi-agent architectures, and self-improvement projects. | evomap.ai☆211Updated this week
- ☆11Jul 14, 2024Updated 2 years ago
- EVA: Efficient Reinforcement Learning for End-to-End Video Agent☆25May 6, 2026Updated 3 months ago