{
  "docId": "019de06f-b8a3-7331-8935-2a15d6d59d93",
  "docSlug": "041e12e95b005675c8303cd029ca09ef",
  "documentTitle": "OpenAI | Product Presentation Deck | 64 slides",
  "authorId": "openai",
  "authorName": "OpenAI",
  "documentKindSlug": "conference-presentation",
  "documentKindLabel": "Conference presentation",
  "sourceTypeSlug": "investor_relations",
  "sourceTypeLabel": "Investor relations",
  "presentationDate": "2018-09-01 00:00:00",
  "orientation": "landscape",
  "aspectRatio": 1.7777778,
  "pageNumber": 20,
  "pageCount": 64,
  "prevPage": 19,
  "nextPage": 21,
  "slideType": "expose_contradiction",
  "function": "expose_contradiction",
  "density": "sparse",
  "nDataPoints": 2,
  "notes": "The chart illustrates that identical experimental setups can yield vastly different results, undermining the reliability of reported RL performance metrics.",
  "elementsJson": null,
  "metadataConfidence": 1,
  "imagePath": null,
  "slideHref": "/slides/019de06f-b8a3-7331-8935-2a15d6d59d93/20",
  "deckHref": "/decks/019de06f-b8a3-7331-8935-2a15d6d59d93",
  "deckJsonHref": "/decks/019de06f-b8a3-7331-8935-2a15d6d59d93.json",
  "deckAnchorHref": "/decks/019de06f-b8a3-7331-8935-2a15d6d59d93#slide-20",
  "components": [
    {
      "bbox": {
        "h": 0.65,
        "w": 0.62,
        "x": 0.19,
        "y": 0.15
      },
      "kind": "chart",
      "text": "HalfCheetah-v1 (TRPO, Different Random Seeds)",
      "attrs": null,
      "subkind": "line",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "c4f7fe8b-2247-4d7a-961e-c4f8a61b8dde",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.05,
        "w": 0.25,
        "x": 0.65,
        "y": 0.92
      },
      "kind": "source-note",
      "text": "From Henderson et al., 2017",
      "attrs": null,
      "subkind": null,
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "d1ba8afa-5fe6-4e16-acec-7fd92f44007e",
      "frameworkName": null,
      "frameworkSlug": null
    },
    {
      "bbox": {
        "h": 0.05,
        "w": 0.3,
        "x": 0.35,
        "y": 0.05
      },
      "kind": "title",
      "text": "Skepticism about RL",
      "attrs": null,
      "subkind": "headline",
      "toolName": null,
      "toolSlug": null,
      "confidence": null,
      "componentId": "b48d9bdc-d97a-4f81-83a7-3b890a10e420",
      "frameworkName": null,
      "frameworkSlug": null
    }
  ],
  "metrics": [],
  "tools": [],
  "frameworks": [
    {
      "name": "fraud-exposure",
      "slug": null,
      "matchId": "33d8b6da-9814-4c88-8aaf-43532adc809a",
      "evidence": "The slide exposes the lack of reproducibility in RL research by showing how random seeds drastically change outcomes.",
      "confidence": 0.8
    }
  ],
  "arcBeats": [],
  "loops": [],
  "imagePathAlt": null,
  "thumbSrc": null,
  "thumbSrcAlt": null,
  "locked": true
}