{"guid":"72436f2d-baa8-4223-9e94-876ca2fe3745","title":"Von AlphaZero zur Mars-Rover-Autonomie","subtitle":"Warum KI sehr viel mehr umfasst als maschinelles Lernen!","slug":"von-alphazero-zur-mars-rover-autonomie","link":"https://nook-luebeck.de/talks/von-alphazero-zur-mars-rover-autonomie/","description":"In der Presse wird Künstliche Intelligenz nicht selten mit maschinellem Lernen\nund Data Science gleichgesetzt. Wenn ein Programm durch maschinelles Lernen generiert\nwird, dann wird das Programm häufig schon als intelligentes System benannt. In dem\nVortrag wird argumentiert, dass intelligente Systeme auch handeln müssen, um das\nPrädikat intelligent wirklich zu verdienen. Für die Bestimmung von optimalen Handlungen\nin Anwendungen wurden extrem leistungsfähige KI-Planungsverfahren entwickelt. Wir\nzeigen die wichtige Kombination von maschinellem Lernen und KI-Planungsverfahren\nanhand der bekannten DeepMind-Spielarchitektur AlphaZero auf (einschließlich AlphaGo\nals Spezialfall und MuZero als Verallgemeinerung) und beleuchten, was noch zur Realisierung\neines autonomen Mars-Rovers hinzukommen muss.\n","original_language":"deu","persons":["Ralf Möller"],"tags":["nook22","3","2022"],"view_count":19,"promoted":false,"date":"2022-11-11T20:15:00.000+01:00","release_date":"2023-01-29T00:00:00.000+01:00","updated_at":"2024-01-18T14:15:06.117+01:00","length":5198,"duration":5198,"thumb_url":"https://static.media.ccc.de/media/events/nook/2022/3-72436f2d-baa8-4223-9e94-876ca2fe3745.jpg","poster_url":"https://static.media.ccc.de/media/events/nook/2022/3-72436f2d-baa8-4223-9e94-876ca2fe3745_preview.jpg","timeline_url":"https://static.media.ccc.de/media/events/nook/2022/3-72436f2d-baa8-4223-9e94-876ca2fe3745.timeline.jpg","thumbnails_url":"https://static.media.ccc.de/media/events/nook/2022/3-72436f2d-baa8-4223-9e94-876ca2fe3745.thumbnails.vtt","frontend_link":"https://media.ccc.de/v/von-alphazero-zur-mars-rover-autonomie","url":"https://media.ccc.de/public/events/72436f2d-baa8-4223-9e94-876ca2fe3745","conference_title":"Nook 2022","conference_url":"https://media.ccc.de/public/conferences/nook22","related":[],"recordings":[{"size":604,"length":5198,"mime_type":"video/webm","language":"deu","filename":"nook2-3-deu-Von_AlphaZero_zur_Mars-Rover-Autonomie_webm-hd.webm","state":"new","folder":"webm-hd","high_quality":true,"width":1920,"height":1080,"updated_at":"2023-01-29T09:02:07.509+01:00","recording_url":"https://cdn.media.ccc.de/events/nook/2022/webm-hd/nook2-3-deu-Von_AlphaZero_zur_Mars-Rover-Autonomie_webm-hd.webm","url":"https://media.ccc.de/public/recordings/64368","event_url":"https://media.ccc.de/public/events/72436f2d-baa8-4223-9e94-876ca2fe3745","conference_url":"https://media.ccc.de/public/conferences/nook22"},{"size":235,"length":5198,"mime_type":"video/webm","language":"deu","filename":"nook2-3-deu-Von_AlphaZero_zur_Mars-Rover-Autonomie_webm-sd.webm","state":"new","folder":"webm-sd","high_quality":false,"width":720,"height":576,"updated_at":"2023-01-29T08:32:22.329+01:00","recording_url":"https://cdn.media.ccc.de/events/nook/2022/webm-sd/nook2-3-deu-Von_AlphaZero_zur_Mars-Rover-Autonomie_webm-sd.webm","url":"https://media.ccc.de/public/recordings/64342","event_url":"https://media.ccc.de/public/events/72436f2d-baa8-4223-9e94-876ca2fe3745","conference_url":"https://media.ccc.de/public/conferences/nook22"},{"size":193,"length":5198,"mime_type":"video/mp4","language":"deu","filename":"nook2-3-deu-Von_AlphaZero_zur_Mars-Rover-Autonomie_sd.mp4","state":"new","folder":"h264-sd","high_quality":false,"width":720,"height":576,"updated_at":"2023-01-29T08:14:18.238+01:00","recording_url":"https://cdn.media.ccc.de/events/nook/2022/h264-sd/nook2-3-deu-Von_AlphaZero_zur_Mars-Rover-Autonomie_sd.mp4","url":"https://media.ccc.de/public/recordings/64337","event_url":"https://media.ccc.de/public/events/72436f2d-baa8-4223-9e94-876ca2fe3745","conference_url":"https://media.ccc.de/public/conferences/nook22"},{"size":79,"length":5193,"mime_type":"audio/mpeg","language":"deu","filename":"nook2-3-deu-Von_AlphaZero_zur_Mars-Rover-Autonomie_mp3.mp3","state":"new","folder":"mp3","high_quality":false,"width":0,"height":0,"updated_at":"2023-01-29T08:06:58.178+01:00","recording_url":"https://cdn.media.ccc.de/events/nook/2022/mp3/nook2-3-deu-Von_AlphaZero_zur_Mars-Rover-Autonomie_mp3.mp3","url":"https://media.ccc.de/public/recordings/64335","event_url":"https://media.ccc.de/public/events/72436f2d-baa8-4223-9e94-876ca2fe3745","conference_url":"https://media.ccc.de/public/conferences/nook22"},{"size":51,"length":5193,"mime_type":"audio/opus","language":"deu","filename":"nook2-3-deu-Von_AlphaZero_zur_Mars-Rover-Autonomie_opus.opus","state":"new","folder":"opus","high_quality":false,"width":0,"height":0,"updated_at":"2023-01-29T08:06:26.719+01:00","recording_url":"https://cdn.media.ccc.de/events/nook/2022/opus/nook2-3-deu-Von_AlphaZero_zur_Mars-Rover-Autonomie_opus.opus","url":"https://media.ccc.de/public/recordings/64334","event_url":"https://media.ccc.de/public/events/72436f2d-baa8-4223-9e94-876ca2fe3745","conference_url":"https://media.ccc.de/public/conferences/nook22"},{"size":376,"length":5198,"mime_type":"video/mp4","language":"deu","filename":"nook2-3-deu-Von_AlphaZero_zur_Mars-Rover-Autonomie_hd.mp4","state":"new","folder":"h264-hd","high_quality":true,"width":1920,"height":1080,"updated_at":"2023-01-29T00:50:09.726+01:00","recording_url":"https://cdn.media.ccc.de/events/nook/2022/h264-hd/nook2-3-deu-Von_AlphaZero_zur_Mars-Rover-Autonomie_hd.mp4","url":"https://media.ccc.de/public/recordings/64330","event_url":"https://media.ccc.de/public/events/72436f2d-baa8-4223-9e94-876ca2fe3745","conference_url":"https://media.ccc.de/public/conferences/nook22"}]}