Articles with "optimal policy" as a keyword



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RAMSEY OPTIMAL POLICY IN THE NEW-KEYNESIAN MODEL WITH PUBLIC DEBT

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Published in 2021 at "Macroeconomic Dynamics"

DOI: 10.1017/s136510052000070x

Abstract: In the discrete-time new-Keynesian model with public debt, Ramsey optimal policy eliminates the indeterminacy of simple-rules multiple equilibria between the fiscal theory of the price level versus new-Keynesian versus an unpleasant equilibrium. If public debt… read more here.

Keywords: new keynesian; optimal policy; debt; public debt ... See more keywords
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Heuristic and optimal policy computations in the human brain during sequential decision-making

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Published in 2017 at "Nature Communications"

DOI: 10.1038/s41467-017-02750-3

Abstract: Optimal decisions across extended time horizons require value calculations over multiple probabilistic future states. Humans may circumvent such complex computations by resorting to easy-to-compute heuristics that approximate optimal solutions. To probe the potential interplay between… read more here.

Keywords: decision making; heuristic optimal; optimal policy; sequential decision ... See more keywords
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Optimal Policy Derivation for Transmission Duty-Cycle Constrained LPWAN

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Published in 2018 at "IEEE Internet of Things Journal"

DOI: 10.1109/jiot.2018.2833289

Abstract: Low-power wide-area network (LPWAN) technologies enable Internet of Things (IoT) devices to efficiently and robustly communicate over long distances, thus making them especially suited for industrial environments. However, the stringent regulations on the usage of… read more here.

Keywords: optimal policy; transmission; transmission duty; lpwan ... See more keywords
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Optimal Policy Characterization Enhanced Proximal Policy Optimization for Multitask Scheduling in Cloud Computing

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Published in 2022 at "IEEE Internet of Things Journal"

DOI: 10.1109/jiot.2021.3111414

Abstract: For a serving system with multiple servers and a public queue, we study the scheduling of multiple tasks with deadlines, under random task arrivals and renewable energy generation. To minimize the weighted sum of the… read more here.

Keywords: policy optimization; proximal policy; policy; optimal policy ... See more keywords
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An Optimal Policy for Hybrid Channel Access in Cognitive Radio Networks With Energy Harvesting

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Published in 2020 at "IEEE Transactions on Vehicular Technology"

DOI: 10.1109/tvt.2020.3008671

Abstract: In this aticle, an optimal policy is presented to maximize the secondary user's (SU's) throughput in an energy harvesting cognitive radio network with multiple SUs and single primary user (PU). The SU can access the… read more here.

Keywords: optimal policy; access; policy; energy harvesting ... See more keywords
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A UoI-Optimal Policy for Timely Status Updates with Resource Constraint

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Published in 2021 at "Entropy"

DOI: 10.3390/e23081084

Abstract: Timely status updates are critical in remote control systems such as autonomous driving and the industrial Internet of Things, where timeliness requirements are usually context dependent. Accordingly, the Urgency of Information (UoI) has been proposed… read more here.

Keywords: policy; optimal policy; timely status; uoi optimal ... See more keywords