IMOL Workshop | NeurIPS 2024
@IMOLNeurIPS2024
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Intrinsically Motivated Open-ended Learning
Vancouver, Canada
Joined July 2023
On Sunday 15th Dec, wrap up your @NeurIPSConf with this amazing line-up 🌟 1⃣Our invited speakers bring diverse perspectives on AI, psychology, neuroscience, and human implications 2⃣Engage with authors of 48 accepted papers, incl. 4 Tiny Papers highlighting promising new ideas
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IMOL is happy to announce its 2025 conference this Sept 8-10, hosted at @UniofHerts in the UK! Accepting extended abstracts until July 13. More details at
imol2025.github.io
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Starting soon in WEST Meeting Room 217-219!📍
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Excited to add @_samvelyan to our speaker line up! Mikayel Samvelyan is a Senior Research Scientist at @GoogleDeepMind researching how open-mindedness can drive flexible, continual, and robust agent learning. Catch him this Sunday at the IMOL workshop!
Joining the "I'm at #NeurIPS 🇨🇦" tweet parade. Excited to reconnect with old friends & meet new ones. Reach out if you want to chat about open-endedness, multi-agent learning, or making LLMs unshakeably robust.
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A few slots left for lunch mentorship tables! Sign up ⬇️ https://t.co/FFXNVu2Rbo
docs.google.com
Fill out this form to register as a mentee in the IMOL@NeurIPS mentorship roundtables. When? Lunch break at the December 15th IMOL Workshop @ NeurIPS 2024. Workshop website: http://imol-workshop.gi...
📢Mentorship Roundtables are back #neurips2024! Discuss research and professional development with 7 PIs over lunch🤝 Interest form: https://t.co/CVy7brs5EX (~25 spots left) The mentors: @AlisonGopnik ⭐️@aharutyu⭐️@jeffclune @KouMurayama⭐️@nickhaber⭐️@proceduralia⭐️@froemero1⭐️
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📢Mentorship Roundtables are back #neurips2024! Discuss research and professional development with 7 PIs over lunch🤝 Interest form: https://t.co/CVy7brs5EX (~25 spots left) The mentors: @AlisonGopnik ⭐️@aharutyu⭐️@jeffclune @KouMurayama⭐️@nickhaber⭐️@proceduralia⭐️@froemero1⭐️
docs.google.com
Fill out this form to register as a mentee in the IMOL@NeurIPS mentorship roundtables. When? Lunch break at the December 15th IMOL Workshop @ NeurIPS 2024. Workshop website: http://imol-workshop.gi...
On Sunday 15th Dec, wrap up your @NeurIPSConf with this amazing line-up 🌟 1⃣Our invited speakers bring diverse perspectives on AI, psychology, neuroscience, and human implications 2⃣Engage with authors of 48 accepted papers, incl. 4 Tiny Papers highlighting promising new ideas
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Playful behavior from the maximum occupancy principle. Maximizing action-state path entropy triggers object-oriented behavior, with curiosity and play as emerging intrinsic motivations Check out our @IMOLNeurIPS2024 paper https://t.co/6QCA0amHCB Work led by @ChiaraMastrogi3
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📢Mentorship Roundtables are back #neurips2024! Discuss research and professional development with 7 PIs over lunch🤝 Interest form: https://t.co/CVy7brs5EX (~25 spots left) The mentors: @AlisonGopnik ⭐️@aharutyu⭐️@jeffclune @KouMurayama⭐️@nickhaber⭐️@proceduralia⭐️@froemero1⭐️
docs.google.com
Fill out this form to register as a mentee in the IMOL@NeurIPS mentorship roundtables. When? Lunch break at the December 15th IMOL Workshop @ NeurIPS 2024. Workshop website: http://imol-workshop.gi...
On Sunday 15th Dec, wrap up your @NeurIPSConf with this amazing line-up 🌟 1⃣Our invited speakers bring diverse perspectives on AI, psychology, neuroscience, and human implications 2⃣Engage with authors of 48 accepted papers, incl. 4 Tiny Papers highlighting promising new ideas
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Finally, we'll wrap up the day with a lively panel discussion, hosted by none other than @brianchristian (researcher @UniofOxford & writer, most recently of The Alignment Problem)
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If we ever create artificial lifeforms capable of human-like cognition, how might we teach them the things we want them to know? Ted Chiang (writer, @sfiscience) describes some of the thinking behind the novella "The Lifecycle of Software Objects".
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At IMOL, a core question is: What is the impact of goals on decision-making? @froemero1 (Assist. Prof. @UoB_SoP @unibirmingham) tackles this from a neural and computational lens, probing the mechanisms of goal-dependent choices and how they enable flexible behavior.
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What sustains lifelong learning? For @KouMurayama (Professor, @uni_tue), the answer is knowledge 📚 He will discuss how momentary curiosity can turn into long-term interest within the framework of reward-learning models, blending his work on psychology, neuroscience & education
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Designing capable RL agents is hard. Can AI assistants make this easier? Pierluca D'Oro @proceduralia (Researcher @AIatMeta, @mila_quebec) will showcase methods for AI-assisted reward and skill design, towards more versatile and effective artificial agents
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How can agents learn the causal structure of the world? @AlisonGopnik (Professor @BerkeleyPsych) will discuss how the intrinsic reward of 🌟Empowerment🌟can bridge Bayesian causal hypothesis testing and RL, with both theoretical arguments and empirical studies of human learning.
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@aharutyu is a research scientist @GoogleDeepMind interested in bridging ideas from philosophy and metaphysics, to push the boundaries of RL as a framework for studying intelligent agents. At IMOL, Anna will speak on the "Art of decision, science of nondoing".
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🎉 Counting down to 2 weeks! The Dec 15th IMOL workshop @NeurIPSConf has just published an exciting lineup of talks, posters, and more. Add to your schedule: https://t.co/rE62BRapOo 🧵Speaker thread: The morning will kick off with talks by @aharutyu and @AlisonGopnik
imol-workshop.github.io
The program listed below is tentative and may be updated. 08:30 - 08:45 Opening Remarks 08:45 - 09:25 Invited talk: Anna Harutyunyan - Art of decision, science of nondoing 09:25 - 10:05 Invited talk:...
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We are extending the submission deadline to⏳Monday, 16th September, AOE⌛️ More invited speakers to be announced soon!
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⏳One week left to submit your IMOL Workshop papers! Will you be writing a 1-page or 4-page submission? #neurips2024 #callforpapers
https://t.co/aXnF1Igxpa
openreview.net
Welcome to the OpenReview homepage for NeurIPS 2024 Workshop IMOL
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4 weeks till the IMOL @NeurIPSConf submission deadline! Wondering what to submit? Get some inspiration from accepted 2023 workshop papers:
imol-workshop.github.io
Accepted Papers Reinforcement Learning of Diverse Skills using Mixture of Deep Experts Authors: Onur Celik · Aleksandar Taranovic · Gerhard Neumann Paper Link Abstract Agents that can acquire diverse...
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