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09/30/2022
CEREAL: Few-Sample Clustering Evaluation
Evaluating clustering quality with reliable evaluation metrics like norm...
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12/31/2019
On the Role of Weight Sharing During Deep Option Learning
The options framework is a popular approach for building temporally exte...
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04/29/2019
Routing Networks and the Challenges of Modular and Compositional Computation
Compositionality is a key strategy for addressing combinatorial complexi...
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11/03/2017
Routing Networks: Adaptive Selection of Non-linear Functions for Multi-Task Learning
Multi-task learning (MTL) with neural networks leverages commonalities i...
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10/30/2017
Eigenoption Discovery through the Deep Successor Representation
Options in reinforcement learning allow agents to hierarchically decompo...
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08/05/2017
e-QRAQ: A Multi-turn Reasoning Dataset and Simulator with Explanations
In this paper we present a new dataset and user simulator e-QRAQ (explai...
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06/15/2016