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Herbie(Zizhan) He

@herbiehe.bsky.social
17 followers 6 following 22 posts

CS master's student @mcgillu.bsky.social

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Herbie(Zizhan) He @herbiehe.bsky.social · 18/03/2026
New paper 🚨 #ICLR26 Most world models predict the future from a past trajectory. But neuroscience suggests that such inference can instead be made from temporally independent experiences. We built the Episodic Spatial World Model (ESWM), a model that does exactly this: Video abstract [1/2]
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Pablo Samuel Castro @pcastr.bsky.social · 17/03/2026
New paper 🚨 "Stable Deep Reinforcement Learning via Isotropic Gaussian Representations" Deep RL suffers from unstable training, representation collapse, and neuron dormancy. We show that a simple geometric insight, isotropic Gaussian representations, can fix this. Here's how 👇
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Herbie(Zizhan) He @herbiehe.bsky.social · 28/06/2025
🧠 Can a neural network build a spatial map from scattered episodic experiences like humans do? We introduce the Episodic Spatial World Model (ESWM)—a model that constructs flexible internal world models from sparse, disjoint memories. 🧵👇 [1/12]
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