#openworldlearning — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #openworldlearning, aggregated by home.social.
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#AI #ML research/publishing operates in silos - to the detriment of making progress.
Our #IJCAI submission on #OpenWorldLearning #OWL was rejected for good and bad reasons.
The bad reason: "this is not just planning but also something similar to reinforcement learning".
Guess what - that is the point of our research! We are trying to close the gap between designed #AIPlanning systems and adaptive #Learning systems. It is a super-hard gap to push #AI #ML algorithmic research in.
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@mattslocombe @cogsci @cognition
Thank you! I had a blast talking about #AI, #cognition, #analogy, #OpenWorldLearning #InteractiveTaskLearning. The forum was the very BEST: very insightful students & delightful psychologists.
Honestly, I learned quite a bit from the discussions. Amidst the world wide storm of #AI and #ML, sometimes we forget why #HumanIntelligence is so special.
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January has been an exciting month for #AI #ML fundamental research at #PARC.
Our work on making #AIPlanning methods work/learn in an #OpenWorld -will be presented at #AAMAS2023 as well as at #ICAPS2023. AND, an #AIJ article is under works.
#OpenWorldLearning is a new challenge - the environments introduce novelties while the agent is operating in the world. The agent must detect, characterize, and accommodate novelties during run time. This research is a part of #DARPA #SAILON program