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Devdhar Patel

Overcoming Slow Decision Frequencies in Continuous Control: Model-Based Sequence Reinforcement Learning for Model-Free Control

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Oct 11, 2024
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Temporally Layered Architecture for Efficient Continuous Control

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May 30, 2023
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QuickNets: Saving Training and Preventing Overconfidence in Early-Exit Neural Architectures

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Dec 25, 2022
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Temporally Layered Architecture for Adaptive, Distributed and Continuous Control

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Dec 25, 2022
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Strategy and Benchmark for Converting Deep Q-Networks to Event-Driven Spiking Neural Networks

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Sep 30, 2020
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Locally Connected Spiking Neural Networks for Unsupervised Feature Learning

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Apr 12, 2019
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Improved robustness of reinforcement learning policies upon conversion to spiking neuronal network platforms applied to ATARI games

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Mar 26, 2019
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