Výsledky vyhľadávania - Modified policy-iterative algorithm

Optimal control-limit maintenance policy for a production system with multiple process states Autor Gan, Shuyuan, Yousefi, Nooshin, Coit, David W.

“…•Propose an effective modified policy-iterative algorithm for cost optimization. In this paper, a new control limit maintenance policy is proposed for a production system with multiple process states…”
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Adaptive Dynamic Programming-Based Decentralized Guaranteed Cost Control for Reconfigurable Manipulators with Uncertain Environments Autor Li, Yuanchun, Jin, Weinign, Ma, Bing, Dong, Bo

“… Based on ADP algorithm, the critic neural…”
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Obtaining smoother singular arc policies using a modified iterative dynamic programming algorithm Autor Tholudur, Arun, Ramirez, W. Fred

“…) algorithm, a feasible alternative to the calculus of variations approach to the optimal control problem is now available…”
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Control of a continuous production inventory system with production quantity restrictions Autor Klosterhalfen, Steffen T., Holzhauer, Falk, Fleischmann, Moritz

“…•A numerical study confirms a high approximation accuracy for the real-life setting.•With the help of the new algorithm we identify a large inventory-saving potential…”
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Trajectory planning of mobile robot: A Lyapunov-based reinforcement learning approach with implicit policy Autor Lai, Jialun, Wu, Zongze, Ren, Zhigang, Tan, Qi, Xie, Shengli

“…Trajectory planning for mobile robots is a crucial aspect of achieving intelligence in many industrial applications. Learning-based approaches are extremely…”
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Acceleration of Iterative Methods for Markov Decision Processes Autor Shlakhter, Oleksandr

“…This research focuses on Markov Decision Processes (MDP). MDP is one of the most important and challenging areas of Operations Research. Every day people make…”
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Iterative Bounding MDPs: Learning Interpretable Policies via Non-Interpretable Methods Autor Topin, Nicholay, Milani, Stephanie, Fang, Fei, Veloso, Manuela

“… To address this limitation, we propose a novel Markov Decision Process (MDP) type for learning decision tree policies…”
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Secure Video Streaming in Heterogeneous Small Cell Networks With Untrusted Cache Helpers Autor Lin Xiang, Ng, Derrick Wing Kwan, Schober, Robert, Wong, Vincent W. S.

“…This paper studies secure video streaming in cache-enabled small cell networks, where some of the cache-enabled small cell base stations (BSs) helping in video…”
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Q-learning and enhanced policy iteration in discounted dynamic programming Autor Bertsekas, D P, Huizhen Yu

“… In exact/lookup table representation form, our algorithm admits asynchronous and stochastic iterative implementations, in the spirit of asynchronous/modified policy iteration, with lower overhead…”
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Secure Video Streaming in Heterogeneous Small Cell Networks with Untrusted Cache Helpers Autor Lin, Xiang, Kwan Ng, Derrick Wing, Schober, Robert, Wong, Vincent W S

“…This paper studies secure video streaming in cache-enabled small cell networks, where some of the cache-enabled small cell base stations (BSs) helping in video…”
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