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Manshi Limbu

@mlimbuu.bsky.social
9 followers 36 following 0 posts

CS PhD @GMU | RL | Multi-agent RL | Cooperative AI

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Reposted by Manshi Limbu
Amir Mesbah @amirmesbah.bsky.social · 13/01/2025
Also these slides from @skiandsolve.bsky.social provide lots of applications docs.google.com/presentation...
docs.google.com
Applications of RL 2023->2024
Real-world applications using RL: Real deals I Applications to algorithms (very real): Video compression on Youtube using MuZero (DeepMind); optimizing jitter buffer for a video meeting (Microsoft, 20...
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Reposted by Manshi Limbu
Communications Psychology @commspsychol.nature.com · 09/01/2025
In a dynamic reinforcement learning task, human players adaptively employ a mix of decision strategies, including model-based learning but also the successor representation. www.nature.com/articles/s44...
nature.com
Humans rationally balance detailed and temporally abstract world models - Communications Psychology
In a dynamic reinforcement learning task, human players adaptively employ a mix of decision strategies, including model-based learning but also the successor representation.
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Reposted by Manshi Limbu
François Fleuret @francois.fleuret.org · 26/11/2024
My deep learning course at the University of Geneva is available on-line. 1000+ slides, ~20h of screen-casts. Full of examples in PyTorch. fleuret.org/dlc/ And my "Little Book of Deep Learning" is available as a phone-formatted pdf (nearing 700k downloads!) fleuret.org/lbdl/
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