Výsledky vyhledávání - "Deep Q-learning algorithm"

Multi-Source AoI-Constrained Resource Minimization under HARQ: Heterogeneous Sampling Processes Autor Vilni, Saeid Sadeghi, Moltafet, Mohammad, Leinonen, Markus, Codreanu, Marian

“… We develop transmission scheduling policies to minimize the average number of transmissions subject to an average age of information (AoI) constraint…”
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Dynamic maintenance model for a repairable multi-component system using deep reinforcement learning Autor Yousefi, Nooshin, Tsianikas, Stamatis, Coit, David W.

“… The gamma process is used to formulate the degradation form of the system. The maintenance problem is formulated as a Markov decision process, and Deep Q learning algorithm…”
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A hybrid model-free approach for the near-optimal intrusion response control of non-stationary systems Autor Iannucci, Stefano, Cardellini, Valeria, Barba, Ovidiu Daniel, Banicescu, Ioana

“… However, since the most advanced IRSs adopt a stateful approach, they are subject to what Richard Bellman defined as the curse of dimensionality…”
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Autonomous Speech Volume Control for Social Robots in a Noisy Environment Using Deep Reinforcement Learning Autor Bui, Ha-Duong, Chong, Nak Young

“… We apply the Deep Q-learning algorithm to enable the robot to adapt to the preferences of a user in the volume of the robot's voice in social contexts…”
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Reinforcement Learning for Channel and Radio Allocations to Wireless Backhaul Links Autor Liman, Juliana

“… The results of our experiments show that the proposed deep Q-learning algorithm performs better than game-theoretic approach in dense network, while the game-theoretic approach performs better…”
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Reinforcement Learning for Channel and Radio Allocations to Wireless Backhaul Links Autor Liman, Juliana, Yen, Li-Hsing

“…WMN's mesh access points (MAPs) are linked through a wireless backhaul network that consist of mesh points (MPs) that is equipped with multiple radios that use…”
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Automated Portfolio Rebalancing using Q-learning Autor Darapaneni, Narayana, Basu, Amitavo, Savla, Sanket, Gururajan, Raamanathan, Saquib, Najmus, Singhavi, Sudarshan, Kale, Aishwarya, Bid, Pratik, Paduri, Anwesh Reddy

“…Fund Managers and retail Do-it-yourself investors constantly seek ideas and techniques to invest their wealth in various financial assets to maximize their…”
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Multi-Source AoI-Constrained Resource Minimization under HARQ: Heterogeneous Sampling Processes Autor Saeid Sadeghi Vilni, Moltafet, Mohammad, Leinonen, Markus, Codreanu, Marian

“… We develop transmission scheduling policies to minimize the average number of transmissions subject to an average age of information (AoI) constraint…”
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