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04/28/2023
Towards Automated Circuit Discovery for Mechanistic Interpretability
Recent work in mechanistic interpretability has reverse-engineered nontr...
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11/23/2022
Functional Connectome: Approximating Brain Networks with Artificial Neural Networks
We aimed to explore the capability of deep learning to approximate the f...
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09/14/2022
A Simple Approach for State-Action Abstraction using a Learned MDP Homomorphism
Animals are able to rapidly infer from limited experience when sets of s...
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02/08/2021
Escaping Stochastic Traps with Aleatoric Mapping Agents
Exploration in environments with sparse rewards is difficult for artific...
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02/04/2021
