Adolescent oligodendrogenesis and myelination restrict experience-dependent neuronal plasticity in adult visual cortex

Posted by klaurent UCSF

Kavli Affiliate: Michael Stryker | Authors: Wendy Xin, Megumi Kaneko, Richard H Roth, Albert Zhang, Sonia Nocera, Jun B Ding, Michael P Stryker and Jonah R Chan | Summary: BACKGROUND: Developmental myelination is a protracted process in the mammalian brain. One theory for why oligodendrocytes mature so slowly posits that myelination may stabilize neuronal circuits […]


Continue.. Adolescent oligodendrogenesis and myelination restrict experience-dependent neuronal plasticity in adult visual cortex

Interpretable Imitation Learning with Dynamic Causal Relations

Posted by dbos Berkeley

Kavli Affiliate: Xiang Zhang | First 5 Authors: Tianxiang Zhao, Wenchao Yu, Suhang Wang, Lu Wang, Xiang Zhang | Summary: Imitation learning, which learns agent policy by mimicking expert demonstration, has shown promising results in many applications such as medical treatment regimes and self-driving vehicles. However, it remains a difficult task to interpret control policies […]


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Dynamic DAG Discovery for Interpretable Imitation Learning

Posted by dbos Berkeley

Kavli Affiliate: Xiang Zhang | First 5 Authors: Tianxiang Zhao, Wenchao Yu, Suhang Wang, Lu Wang, Xiang Zhang | Summary: Imitation learning, which learns agent policy by mimicking expert demonstration, has shown promising results in many applications such as medical treatment regimes and self-driving vehicles. However, it remains a difficult task to interpret control policies […]


Continue.. Dynamic DAG Discovery for Interpretable Imitation Learning

Dynamic DAG Discovery for Interpretable Imitation Learning

Posted by dbos Berkeley

Kavli Affiliate: Xiang Zhang | First 5 Authors: ianxiang Zhao, Wenchao Yu, Suhang Wang, Lu Wang, Xiang Zhang | Summary: Imitation learning, which learns agent policy by mimicking expert demonstration, has shown promising results in many applications such as medical treatment regimes and self-driving vehicles. However, it remains a difficult task to interpret control policies […]


Continue.. Dynamic DAG Discovery for Interpretable Imitation Learning

Dynamic DAG Discovery for Interpretable Imitation Learning

Posted by klaurent Berkeley

Kavli Affiliate: Xiang Zhang | First 5 Authors: ianxiang Zhao, Wenchao Yu, Suhang Wang, Lu Wang, Xiang Zhang | Summary: Imitation learning, which learns agent policy by mimicking expert demonstration, has shown promising results in many applications such as medical treatment regimes and self-driving vehicles. However, it remains a difficult task to interpret control policies […]


Continue.. Dynamic DAG Discovery for Interpretable Imitation Learning

Towards LLM-based Fact Verification on News Claims with a Hierarchical Step-by-Step Prompting Method

Posted by Caltech

Kavli Affiliate: Wei Gao | First 5 Authors: Xuan Zhang, Wei Gao, , , | Summary: While large pre-trained language models (LLMs) have shown their impressive capabilities in various NLP tasks, they are still under-explored in the misinformation domain. In this paper, we examine LLMs with in-context learning (ICL) for news claim verification, and find […]


Continue.. Towards LLM-based Fact Verification on News Claims with a Hierarchical Step-by-Step Prompting Method