{"@context":"http://iiif.io/api/presentation/3/context.json","id":"https://ualberta.aviaryplatform.com/iiif/fj2988439m/manifest","type":"Manifest","label":{"en":["Continually Learning Agents for Smarter Systems"]},"logo":"https://d9jk7wjtjpu5g.cloudfront.net/organizations/logo_images/000/000/128/original/UA_Logo_WHT_RGB_%281%29.png?1725471982","metadata":[{"label":{"en":["Agent"]},"value":{"en":["White, Martha (Creator)","College of Social Sciences and Humanities, University of Alberta (Sponsor)","Alberta Machine Intelligence Institute (Amii) (Sponsor)","Centre for New Economic Diplomacy (CNED) (Sponsor)","Broadcasting Commission of Jamaica (Sponsor)"]}},{"label":{"en":["Date"]},"value":{"en":["2023-09-28 (issued)"]}},{"label":{"en":["Publisher"]},"value":{"en":["UNESCO Information For All Programme (IFAP)","Working Group on Information Accessibility (WGIA)"]}},{"label":{"en":["Coverage"]},"value":{"en":["Canada (Place of 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how","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074#t=10.61,10.62"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074/transcript/63222/annotation/5","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"to have energy efficient systems and","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074#t=12.77,12.78"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074/transcript/63222/annotation/6","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"smarter systems going forward and I","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074#t=14.81,14.82"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074/transcript/63222/annotation/7","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"think this is an important social good","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074#t=16.25,16.26"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074/transcript/63222/annotation/8","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"and my name is Martha White and I'm an","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074#t=18.47,18.48"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074/transcript/63222/annotation/9","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"associate professor at the University 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a","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074#t=23.269,23.279"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074/transcript/63222/annotation/12","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"continued Learning System like this one","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074#t=24.89,24.9"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074/transcript/63222/annotation/13","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"so imagine you have an agent that's","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074#t=26.929,26.939"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074/transcript/63222/annotation/14","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"continually optimizing operation of a","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074#t=28.79,28.8"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074/transcript/63222/annotation/15","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"drinking water treatment plant","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074#t=31.25,31.26"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074/transcript/63222/annotation/16","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"so you have this robot here and it's","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074#t=33.17,33.18"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074/transcript/63222/annotation/17","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"going to be making a lot of decisions","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074#t=34.67,34.68"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074/transcript/63222/annotation/18","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"about different control points in this","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074#t=36.59,36.6"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074/transcript/63222/annotation/19","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"drinking water plant so this is an","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074#t=38.27,38.28"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074/transcript/63222/annotation/20","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"actual application that my group is","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074#t=39.77,39.78"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074/transcript/63222/annotation/21","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"working on and this is what a drinking","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074#t=41.569,41.579"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074/transcript/63222/annotation/22","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"water treatment plant looks like and so","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074#t=43.85,43.86"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074/transcript/63222/annotation/23","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"for example here you might have an inlet","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074#t=45.83,45.84"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074/transcript/63222/annotation/24","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"tank here that's full of all the water","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074#t=47.389,47.399"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074/transcript/63222/annotation/25","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"coming from the river and you might need","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074#t=49.369,49.379"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074/transcript/63222/annotation/26","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"to make choices like how fast should I","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074#t=51.529,51.539"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074/transcript/63222/annotation/27","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"be mixing the water in this tank how","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074#t=53.99,54.0"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074/transcript/63222/annotation/28","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"many chemicals should I be adding to the","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074#t=55.549,55.559"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074/transcript/63222/annotation/29","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"tank and then once it's going through","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074#t=57.59,57.6"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074/transcript/63222/annotation/30","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"the filters you'll also sometimes need","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074#t=59.15,59.16"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074/transcript/63222/annotation/31","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"to clean those filters and so you have","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074#t=60.77,60.78"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074/transcript/63222/annotation/32","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"to push the water back through the","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074#t=61.97,61.98"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074/transcript/63222/annotation/33","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"filter to blow stuff off of that filter","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074#t=63.77,63.78"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074/transcript/63222/annotation/34","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"that's called backwashing and there's","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074#t=65.45,65.46"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074/transcript/63222/annotation/35","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"all the different choices when we're","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074#t=66.89,66.9"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074/transcript/63222/annotation/36","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"doing back washing","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074#t=69.41,69.42"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074/transcript/63222/annotation/37","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"so you know there because the system 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it's","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074#t=76.07,76.08"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074/transcript/63222/annotation/40","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"nationally set up for a learning agent","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074#t=77.87,77.88"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074/transcript/63222/annotation/41","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"and particularly using a technology","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074#t=79.73,79.74"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074/transcript/63222/annotation/42","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"called reinforced learning that is my","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074#t=81.41,81.42"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074/transcript/63222/annotation/43","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"research 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today","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074#t=87.109,87.119"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074/transcript/63222/annotation/46","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"is that lots of systems like this you","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074#t=89.21,89.22"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074/transcript/63222/annotation/47","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"know traditional industrial 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I","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074#t=293.689,293.699"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074/transcript/63222/annotation/157","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"think a really important third point is","format":"text/plain"},"target":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074#t=295.189,295.199"},{"id":"https://ualberta.aviaryplatform.com/collections/1845/collection_resources/119977/file/225074/transcript/63222/annotation/158","type":"Annotation","motivation":"transcribing","body":{"type":"TextualBody","value":"that our automated systems are 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