{
  "updatedAt": "2026-07-15T08:15:31Z",
  "labels": {
    "openclaw-rl": "OpenClaw-RL 源码系列",
    "openhands": "OpenHands 拆解系列",
    "nanobot": "Nanobot 架构系列",
    "gui-mcp": "GUI-MCP 解读系列",
    "kernelagent": "KernelAgent 源码系列",
    "serl": "SERL 真机 RL 系列",
    "hil-serl": "HIL-SERL 系列",
    "miles": "Miles 框架系列",
    "uni-agent": "Uni-Agent 系列",
    "mai-ui": "MAI-UI 系列",
    "robot-offline-rl": "机器人离线 RL 系列"
  },
  "series": {
    "gui-mcp": {
      "label": "GUI-MCP 解读系列",
      "items": [
        {
          "id": "gui-mcp-01-paper",
          "title": "【GUI-Agent】阶跃星辰 GUI-MCP 解读---(1)---论文",
          "date": "2026-03-16",
          "part": 1,
          "space": "deep"
        },
        {
          "id": "gui-mcp-02-decision",
          "title": "【GUI-Agent】阶跃星辰 GUI-MCP 解读---(2)---决策层",
          "date": "2026-03-18",
          "part": 2,
          "space": "deep"
        },
        {
          "id": "gui-mcp-03-exec",
          "title": "【GUI-Agent】阶跃星辰 GUI-MCP 解读---(3)---执行层",
          "date": "2026-03-20",
          "part": 3,
          "space": "deep"
        },
        {
          "id": "gui-mcp-04-arch",
          "title": "【GUI-Agent】阶跃星辰 GUI-MCP 解读---(4)---GUI-MCP 整体架构",
          "date": "2026-03-24",
          "part": 4,
          "space": "deep"
        },
        {
          "id": "gui-mcp-05-cmd-map",
          "title": "【GUI-Agent】阶跃星辰 GUI-MCP 解读---(5)---命令解析和工具映射",
          "date": "2026-03-26",
          "part": 5,
          "space": "deep"
        },
        {
          "id": "gui-mcp-06-hitl",
          "title": "【GUI-Agent】阶跃星辰 GUI-MCP 解读---(6)---HITL(Human In The Loop)",
          "date": "2026-03-28",
          "part": 6,
          "space": "deep"
        }
      ]
    },
    "hil-serl": {
      "label": "HIL-SERL 系列",
      "items": [
        {
          "id": "hil-serl-overview",
          "title": "HIL-SERL：人类在环驱动的具身智能进化框架",
          "date": "2026-06-29",
          "part": 1,
          "space": "deep"
        },
        {
          "id": "hil-serl-dqn-sac",
          "title": "HIL-SERL 算法篇：DQN + SAC 混合架构实现哲学",
          "date": "2026-06-30",
          "part": 2,
          "space": "deep"
        },
        {
          "id": "hil-serl-hg-dagger",
          "title": "HIL-SERL 算法篇：HG-DAgger 与 RLPD 训练双阶段",
          "date": "2026-07-01",
          "part": 3,
          "space": "deep"
        },
        {
          "id": "hil-serl-engineering",
          "title": "HIL-SERL 工程篇：人类在环架构与物理设计",
          "date": "2026-07-03",
          "part": 4,
          "space": "deep"
        }
      ]
    },
    "kernelagent": {
      "label": "KernelAgent 源码系列",
      "items": [
        {
          "id": "kernelagent-01-principles",
          "title": "PyTorch KernelAgent 源码解读 ---（1）--- 原理",
          "date": "2026-05-11",
          "part": 1,
          "space": "deep"
        },
        {
          "id": "kernelagent-02-pipeline",
          "title": "PyTorch KernelAgent 源码解读 ---（2）--- 总体流程",
          "date": "2026-05-13",
          "part": 2,
          "space": "deep"
        },
        {
          "id": "kernelagent-03-orchestrator",
          "title": "PyTorch KernelAgent 源码解读 ---（3）--- orchestrator",
          "date": "2026-05-16",
          "part": 3,
          "space": "deep"
        },
        {
          "id": "kernelagent-04-extractor",
          "title": "PyTorch KernelAgent 源码解读 ---（4）--- ExtractorAgent",
          "date": "2026-05-18",
          "part": 4,
          "space": "deep"
        },
        {
          "id": "kernelagent-05-dispatcher",
          "title": "PyTorch KernelAgent 源码解读 ---（5）--- Dispatcher",
          "date": "2026-05-20",
          "part": 5,
          "space": "deep"
        },
        {
          "id": "kernelagent-06-composer",
          "title": "PyTorch KernelAgent 源码解读 ---（6）--- Composer",
          "date": "2026-05-22",
          "part": 6,
          "space": "deep"
        }
      ]
    },
    "mai-ui": {
      "label": "MAI-UI 系列",
      "items": [
        {
          "id": "mai-ui-01-overview",
          "title": "【GUI-Agent】阿里通义MAI-UI 代码阅读（1）--- 总体",
          "date": "2026-05-06",
          "part": 1,
          "space": "deep"
        },
        {
          "id": "mai-ui-02-impl",
          "title": "【GUI-Agent】阿里通义MAI-UI 代码阅读（2）--- 实现",
          "date": "2026-05-08",
          "part": 2,
          "space": "deep"
        }
      ]
    },
    "miles": {
      "label": "Miles 框架系列",
      "items": [
        {
          "id": "miles-01-overview",
          "title": "【Agentic RL / 强化学习框架】Miles 项目技术分析---（1）--- 总体",
          "date": "2026-06-15",
          "part": 1,
          "space": "deep"
        },
        {
          "id": "miles-02-key-tech",
          "title": "【Agentic RL / 强化学习框架】Miles 项目技术分析---（2）--- 关键技术",
          "date": "2026-06-16",
          "part": 2,
          "space": "deep"
        }
      ]
    },
    "nanobot": {
      "label": "Nanobot 架构系列",
      "items": [
        {
          "id": "nanobot-01-overview",
          "title": "【OpenClaw】通过 Nanobot 源码学习架构---（1）总体",
          "date": "2026-03-30",
          "part": 1,
          "space": "deep"
        },
        {
          "id": "nanobot-02-outer-control",
          "title": "【OpenClaw】通过 Nanobot 源码学习架构---（2）外层控制逻辑",
          "date": "2026-04-01",
          "part": 2,
          "space": "deep"
        },
        {
          "id": "nanobot-03-agentloop",
          "title": "【OpenClaw】通过 Nanobot 源码学习架构---（3）AgentLoop",
          "date": "2026-04-03",
          "part": 3,
          "space": "deep"
        },
        {
          "id": "nanobot-04-subagent",
          "title": "【OpenClaw】通过 Nanobot 源码学习架构 ---（4）SubAgent",
          "date": "2026-04-06",
          "part": 4,
          "space": "deep"
        },
        {
          "id": "nanobot-05-context",
          "title": "【OpenClaw】通过 Nanobot 源码学习架构---（5）Context",
          "date": "2026-04-08",
          "part": 5,
          "space": "deep"
        },
        {
          "id": "nanobot-06-skills",
          "title": "【OpenClaw】通过 Nanobot 源码学习架构---（6）Skills",
          "date": "2026-04-09",
          "part": 6,
          "space": "deep"
        },
        {
          "id": "nanobot-07-memory",
          "title": "【OpenClaw】通过 Nanobot 源码学习架构---（7）Memory",
          "date": "2026-04-13",
          "part": 7,
          "space": "deep"
        },
        {
          "id": "nanobot-08-tools",
          "title": "【OpenClaw】通过 Nanobot 源码学习架构---（8）Tools",
          "date": "2026-04-22",
          "part": 8,
          "space": "deep"
        },
        {
          "id": "nanobot-09-periodic",
          "title": "【OpenClaw】通过 Nanobot 源码学习架构---（9）周期性执行",
          "date": "2026-04-24",
          "part": 9,
          "space": "deep"
        },
        {
          "id": "nanobot-10-heartbeat",
          "title": "【OpenClaw】通过 Nanobot 源码学习架构---（10）Heartbeat",
          "date": "2026-04-27",
          "part": 10,
          "space": "deep"
        }
      ]
    },
    "openclaw-rl": {
      "label": "OpenClaw-RL 源码系列",
      "items": [
        {
          "id": "openclaw-rl-01-basics",
          "title": "【Agentic RL / 强化学习 / OPD】OpenClaw-RL 源码阅读笔记 --- (1)---基础",
          "date": "2026-05-25",
          "part": 1,
          "space": "deep"
        },
        {
          "id": "openclaw-rl-02-opd",
          "title": "OpenClaw-RL (2)— On-Policy Distillation",
          "date": "2026-05-27",
          "part": 2,
          "space": "deep"
        },
        {
          "id": "openclaw-rl-03-overview",
          "title": "【Agentic RL / 强化学习 / OPD】OpenClaw-RL 源码阅读笔记 --- (3)--- 总体思考",
          "date": "2026-05-28",
          "part": 3,
          "space": "deep"
        },
        {
          "id": "openclaw-rl-04-arch",
          "title": "【Agentic RL / 强化学习 / OPD】OpenClaw-RL 源码阅读笔记 --- (4)--- 架构",
          "date": "2026-05-30",
          "part": 4,
          "space": "deep"
        },
        {
          "id": "openclaw-rl-05-async",
          "title": "【Agentic RL / 强化学习 / OPD】OpenClaw-RL 源码阅读笔记 --- (5)--- 异步处理",
          "date": "2026-06-01",
          "part": 5,
          "space": "deep"
        },
        {
          "id": "openclaw-rl-06-rollout",
          "title": "【Agentic RL / 强化学习 / OPD】OpenClaw-RL 源码阅读笔记 --- (6)--- Rollout",
          "date": "2026-06-18",
          "part": 6,
          "space": "deep"
        },
        {
          "id": "openclaw-rl-07-policy-serving",
          "title": "OpenClaw-RL 源码笔记（7）：Policy Serving 策略服务架构",
          "date": "2026-07-14",
          "part": 7,
          "space": "deep"
        }
      ]
    },
    "openhands": {
      "label": "OpenHands 拆解系列",
      "items": [
        {
          "id": "openhands-core",
          "title": "AI Agent框架探秘：拆解 OpenHands（1）——核心理念",
          "date": "2026-01-19",
          "part": 1,
          "space": "deep"
        },
        {
          "id": "openhands-08-codeact",
          "title": "AI Agent框架探秘：拆解 OpenHands（8）--- CodeActAgent",
          "date": "2026-02-25",
          "part": 8,
          "space": "deep"
        },
        {
          "id": "openhands-09-agentcontroller",
          "title": "AI Agent框架探秘：拆解 OpenHands（9）--- AgentController",
          "date": "2026-02-27",
          "part": 9,
          "space": "deep"
        },
        {
          "id": "openhands-10-runtime",
          "title": "AI Agent框架探秘：拆解 OpenHands（10）--- Runtime",
          "date": "2026-03-02",
          "part": 10,
          "space": "deep"
        },
        {
          "id": "openhands-11-runtime-components",
          "title": "AI Agent框架探秘：拆解 OpenHands（11）--- Runtime主要组件",
          "date": "2026-03-05",
          "part": 11,
          "space": "deep"
        },
        {
          "id": "openhands-12-function-call",
          "title": "AI Agent框架探秘：拆解 OpenHands（12）--- Function call",
          "date": "2026-03-09",
          "part": 12,
          "space": "deep"
        },
        {
          "id": "openhands-13-memory",
          "title": "AI Agent框架探秘：拆解 OpenHands（13）--- Memory",
          "date": "2026-03-11",
          "part": 13,
          "space": "deep"
        },
        {
          "id": "openhands-14-microagents",
          "title": "AI Agent 框架探秘：拆解 OpenHands（14）--- Microagents",
          "date": "2026-03-13",
          "part": 14,
          "space": "deep"
        }
      ]
    },
    "robot-offline-rl": {
      "label": "机器人离线 RL 系列",
      "items": [
        {
          "id": "iql-implicit-q",
          "title": "IQL：离线强化学习的隐式价值提取",
          "date": "2026-07-07",
          "part": 1,
          "space": "deep"
        },
        {
          "id": "divl-distributional",
          "title": "DIVL：分布隐式价值学习",
          "date": "2026-07-09",
          "part": 2,
          "space": "deep"
        },
        {
          "id": "qam-flow-policy",
          "title": "QAM：基于伴随匹配的 Q-learning 流策略优化",
          "date": "2026-07-11",
          "part": 3,
          "space": "deep"
        },
        {
          "id": "qam-divl-loop",
          "title": "QAM 与 DIVL：评价-执行闭环如何完美配合",
          "date": "2026-07-13",
          "part": 4,
          "space": "deep"
        },
        {
          "id": "lwd-learning-while-deploying",
          "title": "LWD：机器人持续进化的 Learning while Deploying 框架",
          "date": "2026-07-06",
          "part": 5,
          "space": "deep"
        }
      ]
    },
    "serl": {
      "label": "SERL 真机 RL 系列",
      "items": [
        {
          "id": "serl-01-overview",
          "title": "【机器人 / 强化学习】SERL：让真机强化学习从“难用”走向“可复现”的强化学习框架 ----（1）全景篇",
          "date": "2026-06-22",
          "part": 1,
          "space": "deep"
        },
        {
          "id": "serl-02-sac",
          "title": "【机器人 / 强化学习】SERL：让真机强化学习从“难用”走向“可复现”的强化学习框架 ---- （2）算法篇（SAC）",
          "date": "2026-06-23",
          "part": 2,
          "space": "deep"
        },
        {
          "id": "serl-03-rlpd",
          "title": "【机器人 / 强化学习】SERL：让真机强化学习从“难用”走向“可复现”的强化学习框架 ----（3）算法篇（RLPD）",
          "date": "2026-06-25",
          "part": 3,
          "space": "deep"
        },
        {
          "id": "serl-04-drq-vice",
          "title": "【机器人 / 强化学习】SERL：让真机强化学习从“难用”走向“可复现”的强化学习框架 ----（4）算法篇（DrQ vs VICE）",
          "date": "2026-06-26",
          "part": 4,
          "space": "deep"
        },
        {
          "id": "serl-05-engineering",
          "title": "【机器人 / 强化学习】SERL：让真机强化学习从“难用”走向“可复现”的强化学习框架 ----（5）工程篇",
          "date": "2026-06-28",
          "part": 5,
          "space": "deep"
        }
      ]
    },
    "uni-agent": {
      "label": "Uni-Agent 系列",
      "items": [
        {
          "id": "uni-agent-01-overview",
          "title": "【Agentic RL / 强化学习框架】Uni-Agent 深度技术分析（1）--- 总体",
          "date": "2026-06-09",
          "part": 1,
          "space": "deep"
        },
        {
          "id": "uni-agent-02-key-tech",
          "title": "【强化学习框架】Uni-Agent 深度技术分析（2）--- 关键技术",
          "date": "2026-06-11",
          "part": 2,
          "space": "deep"
        }
      ]
    }
  }
}