[Survey] A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems
β2,039Oct 11, 2025Updated 6 months ago
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:
- β1,026Oct 15, 2025Updated 5 months ago
- π EvoAgentX: Building a Self-Evolving Ecosystem of AI Agentsβ2,709Updated this week
- β1,688Jan 20, 2026Updated 2 months ago
- verl: Volcano Engine Reinforcement Learning for LLMsβ20,443Apr 3, 2026Updated last week
- Tongyi Deep Research, the Leading Open-source Deep Research Agentβ18,612Feb 27, 2026Updated last month
- GPU virtual machines on DigitalOcean Gradient AI β’ AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Revisiting Mid-training in the Era of Reinforcement Learning Scalingβ186Jul 23, 2025Updated 8 months ago
- [EMNLP 2025] The official implementation for paper "Agentic-R1: Distilled Dual-Strategy Reasoning"β103Aug 30, 2025Updated 7 months ago
- Autonomous Agents (LLMs) research papers. Updated Daily.β1,208Updated this week
- Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL.β557Sep 8, 2025Updated 7 months ago
- π This is a repository for organizing papers, codes and other resources related to Visual Reinforcement Learning.β428Mar 31, 2026Updated last week
- RAGEN leverages reinforcement learning to train LLM reasoning agents in interactive, stochastic environments.β2,595Updated this week
- [ICML 2025] M-STAR (Multimodal Self-Evolving TrAining for Reasoning) Project. Diving into Self-Evolving Training for Multimodal Reasoningβ71Jul 13, 2025Updated 8 months ago
- [ICLR 2026] Agentic Reinforced Policy Optimization (ARPO)β934Jan 28, 2026Updated 2 months ago
- β883Aug 30, 2025Updated 7 months ago
- 1-Click AI Models by DigitalOcean Gradient β’ AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Code and implementations for the ACL 2025 paper "AgentGym: Evolving Large Language Model-based Agents across Diverse Environments" by Zhiβ¦β759Sep 11, 2025Updated 7 months ago
- β83Dec 5, 2024Updated last year
- The absolute trainer to light up AI agents.β16,648Apr 3, 2026Updated last week
- β25Oct 9, 2025Updated 6 months ago
- The paper list of the 86-page SCIS cover paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et aβ¦β8,100Sep 12, 2025Updated 7 months ago
- O1 Replication Journeyβ1,999Jan 14, 2025Updated last year
- [Up-to-date] Large Language Model Agent: A Survey on Methodology, Applications and Challengesβ2,605Nov 7, 2025Updated 5 months ago
- Latest Advances on System-2 Reasoningβ1,342Jun 8, 2025Updated 10 months ago
- [AAAI 2026] ReCode: Reinforced Code Knowledge Editing for API Updatesβ24Jul 1, 2025Updated 9 months ago
- NordVPN Threat Protection Proβ’ β’ AdTake your cybersecurity to the next level. Block phishing, malware, trackers, and ads. Lightweight app that works with all browsers.
- β334May 31, 2025Updated 10 months ago
- GraphSearch: An Agentic Deep Searching Workflow for Graph Retrieval-Augmented Generationβ94Updated this week
- Agent-R1: Training Powerful LLM Agents with End-to-End Reinforcement Learningβ1,349Updated this week
- The source code of Mem-Gallery: Benchmarking Multimodal Long-Term Conversational Memory for MLLM Agents.β43Jan 31, 2026Updated 2 months ago
- Tablestore for Agent Memoryβ46Dec 19, 2025Updated 3 months ago
- β504Oct 11, 2025Updated 6 months ago
- "AutoAgent: Fully-Automated and Zero-Code LLM Agent Framework"β9,079Oct 16, 2025Updated 5 months ago
- Official Implementation of wd1β25Sep 25, 2025Updated 6 months ago
- β1,301Feb 12, 2026Updated 2 months ago
- Managed Database hosting by DigitalOcean β’ AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- π« CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.orgβ16,619Apr 4, 2026Updated last week
- Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)β69,794Updated this week
- B-STAR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasonersβ86May 21, 2025Updated 10 months ago
- β212Dec 20, 2024Updated last year
- Code to accompany the Universal Deep Research paper (https://arxiv.org/abs/2509.00244)β462Aug 26, 2025Updated 7 months ago
- A live stream development of RL tunning for LLM agentsβ3,975Oct 8, 2025Updated 6 months ago
- Understanding R1-Zero-Like Training: A Critical Perspectiveβ1,241Aug 27, 2025Updated 7 months ago