🧠 Make your agents learn from experience. Now available as a hosted solution at kayba.ai
The living ecosystem where AI agents complete tasks through workflow loops, improve through iterative execution, are evaluated by mentor agents or humans in the loop, and turn completed work into reusable work experience and data to improve future agents.
Search, understand, reproduce, and improve an idea with ease
Correction-first persistent memory for AI agents. MCP server + SDK + CLI. Compounds across sessions.
A systematic AI Agent development tutorial covering LLM agents, RAG, tool use, memory systems, multi-agent systems, LangChain, LangGraph, MCP, and agentic RL.｜从零开始学 AI Agent 开发 | 系统、全面、实战导向的 Agent 开发教程 | 每日自动追踪 arXiv 最新论文 | Learn AI Agent Development from Scratch
This repository hosts a customized PPO based agent for Carla. The goal of this project is to make it easier to interact with and experiment in Carla with reinforcement learning based agents -- this, by wrapping Carla in a gym like environment that can handle custom reward functions, custom debug output, etc.
[NAACL 2025] KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents
[ACL 2024] AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning
🪞 Make your agents recursively self-improve
Agent开发构建的 AI Agent学习路线资料、智能刷题、面经题库一站式Agent学习平台
[ACL 2024] Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View
Self improving agents through iterations
The lightest CLI agent for Python. No heavy deps, no complex chains. pip install, set your API key, and run AI tasks anywhere.
Beginner-friendly introduction to multi-agent systems, agent interaction, coordination, and core concepts.
Codex plugin that exports local Codex learning signals into Hermes Agent
A PyTorch re-implementation of World Models (Ha & Schmidhuber, 2018) for CarRacing-v3. The agent solves the track by "dreaming"—using a VAE for perception, an MDN-RNN for memory, and CMA-ES for controller evolution.
A quick intro to using Unity's MLAgents for MArch'20 students in University College London
个人工作台主页，按独立工作区记录学习、项目、知识库与工具。
Local Codex skills and automations for reusable agent learnings
Approval-gated learning capture plugin for Pi.
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