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Strong Simple Policies for POMDPs.
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- International Journal on Software Tools for Technology Transfer, 2024, v. 26, n. 3, p. 269, doi. 10.1007/s10009-024-00747-0
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- Article
Deep reinforcement learning navigation via decision transformer in autonomous driving.
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- Frontiers in Neurorobotics, 2024, p. 1, doi. 10.3389/fnbot.2024.1338189
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- Article
Mission risk control via joint optimization of sampling and abort decisions.
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- Risk Analysis: An International Journal, 2024, v. 44, n. 3, p. 666, doi. 10.1111/risa.14187
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- Article
Multi-UAV simultaneous target assignment and path planning based on deep reinforcement learning in dynamic multiple obstacles environments.
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- Frontiers in Neurorobotics, 2024, p. 1, doi. 10.3389/fnbot.2023.1302898
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- Article
Framework for Autonomous UAV Navigation and Target Detection in Global-Navigation-Satellite-System-Denied and Visually Degraded Environments.
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- Remote Sensing, 2024, v. 16, n. 3, p. 471, doi. 10.3390/rs16030471
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- Article
End-to-end active non-cooperative target tracking of free-floating space manipulators.
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- Transactions of the Institute of Measurement & Control, 2024, v. 46, n. 2, p. 379, doi. 10.1177/01423312231177778
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- Article
Learning Logic Specifications for Policy Guidance in POMDPs: an Inductive Logic Programming Approach.
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- Journal of Artificial Intelligence Research, 2024, v. 79, p. 725, doi. 10.1613/jair.1.15826
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- Article
Multi-Agent Reinforcement Learning for Extended Flexible Job Shop Scheduling.
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- Machines, 2024, v. 12, n. 1, p. 8, doi. 10.3390/machines12010008
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- Article
Hypergraph convolution mix DDPG for multi-aerial base station deployment.
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- Journal of Cloud Computing (2192-113X), 2023, v. 12, n. 1, p. 1, doi. 10.1186/s13677-023-00556-x
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- Article
A Learning Game-Based Approach to Task-Dependent Edge Resource Allocation.
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- Future Internet, 2023, v. 15, n. 12, p. 395, doi. 10.3390/fi15120395
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- Article
Memory‐based deep reinforcement learning for cognitive radar target tracking waveform resource management.
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- IET Radar, Sonar & Navigation (Wiley-Blackwell), 2023, v. 17, n. 12, p. 1822, doi. 10.1049/rsn2.12469
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- Article
Frequency Agile Anti-Interference Technology Based on Reinforcement Learning Using Long Short-Term Memory and Multi-Layer Historical Information Observation.
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- Remote Sensing, 2023, v. 15, n. 23, p. 5467, doi. 10.3390/rs15235467
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- Article
Autonomous Vehicle Decision-Making with Policy Prediction for Handling a Round Intersection.
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- Electronics (2079-9292), 2023, v. 12, n. 22, p. 4670, doi. 10.3390/electronics12224670
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- Article
In This Issue.
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- Operations Research, 2023, v. 71, n. 6, p. iii, doi. 10.1287/opre.2023.inthisissue.v71.n6
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- Article
Technical Note—Average Cost Optimality in Partially Observable Lost-Sales Inventory Systems.
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- Operations Research, 2023, v. 71, n. 6, p. 2390, doi. 10.1287/opre.2022.2305
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- Article
Qoe-guaranteed distributed offloading decision via partially observable deep reinforcement learning for edge-enabled Internet of Things.
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- Neural Computing & Applications, 2023, v. 35, n. 29, p. 21603, doi. 10.1007/s00521-023-08905-2
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- Article
基于价值分解深度强化学习的分布式光伏 主动电压控制方法.
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- Electric Power Automation Equipment / Dianli Zidonghua Shebei, 2023, v. 43, n. 10, p. 152, doi. 10.16081/j.epae.202309001
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- Article
Reducing the Price of Naïveté in return‐to‐play from sports‐related concussion.
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- Production & Operations Management, 2023, v. 32, n. 10, p. 3081, doi. 10.1111/poms.14024
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- Article
Reinforcement Learning in Education: A Literature Review.
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- Informatics, 2023, v. 10, n. 3, p. 74, doi. 10.3390/informatics10030074
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- Article
基于POMDP模型的智能雷达干扰决策方法.
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- Systems Engineering & Electronics, 2023, v. 45, n. 9, p. 2755, doi. 10.12305/j.issn.1001-506X.2023.09.13
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- Article
Sensor Management with Dynamic Clustering for Bearings-Only Multi-Target Tracking via Swarm Intelligence Optimization.
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- Electronics (2079-9292), 2023, v. 12, n. 16, p. 3397, doi. 10.3390/electronics12163397
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- Article
Generating probabilistic safety guarantees for neural network controllers.
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- Machine Learning, 2023, v. 112, n. 8, p. 2903, doi. 10.1007/s10994-021-06065-9
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Multi-UAV Mapping and Target Finding in Large, Complex, Partially Observable Environments.
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- Remote Sensing, 2023, v. 15, n. 15, p. 3802, doi. 10.3390/rs15153802
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- Article
ACC-RL: Adaptive Congestion Control Based on Reinforcement Learning in Power Distribution Networks with Data Centers.
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- Energies (19961073), 2023, v. 16, n. 14, p. 5385, doi. 10.3390/en16145385
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- Article
Deep Reinforcement Learning-Based Holding Control for Bus Bunching under Stochastic Travel Time and Demand.
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- Sustainability (2071-1050), 2023, v. 15, n. 14, p. 10947, doi. 10.3390/su151410947
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- Article
Multi-UAV Cooperative Air Combat Decision-Making Based on Multi-Agent Double-Soft Actor-Critic.
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- Aerospace (MDPI Publishing), 2023, v. 10, n. 7, p. 574, doi. 10.3390/aerospace10070574
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- Article
A Corrosion Maintenance Model Using Continuous State Partially Observable Markov Decision Process for Oil and Gas Pipelines.
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- Algorithms, 2023, v. 16, n. 7, p. 345, doi. 10.3390/a16070345
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- Article
A Supply Chain Inventory Management Method for Civil Aircraft Manufacturing Based on Multi-Agent Reinforcement Learning.
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- Applied Sciences (2076-3417), 2023, v. 13, n. 13, p. 7510, doi. 10.3390/app13137510
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- Article
Diagnostic Accuracy of Machine Learning AI Architectures in Detection and Classification of Lung Cancer: A Systematic Review.
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- Diagnostics (2075-4418), 2023, v. 13, n. 13, p. 2145, doi. 10.3390/diagnostics13132145
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- Article
Analytical Solution to a Partially Observable Machine Maintenance Problem with Obvious Failures.
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- Management Science, 2023, v. 69, n. 7, p. 3993, doi. 10.1287/mnsc.2022.4547
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- Article
Information-Driven Gas Distribution Mapping for Autonomous Mobile Robots.
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- Sensors (14248220), 2023, v. 23, n. 12, p. 5387, doi. 10.3390/s23125387
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- Article
Intelligent TCP Congestion Control Policy Optimization.
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- Applied Sciences (2076-3417), 2023, v. 13, n. 11, p. 6644, doi. 10.3390/app13116644
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- Article
Decision-making under uncertainty: beyond probabilities: Challenges and perspectives.
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- International Journal on Software Tools for Technology Transfer, 2023, v. 25, n. 3, p. 375, doi. 10.1007/s10009-023-00704-3
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- Article
Mismanaging Diagnostic Accuracy Under Congestion.
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- Operations Research, 2023, v. 71, n. 3, p. 895, doi. 10.1287/opre.2022.2292
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- Article
Research on Wargame Decision-Making Method Based on Multi-Agent Deep Deterministic Policy Gradient.
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- Applied Sciences (2076-3417), 2023, v. 13, n. 7, p. 4569, doi. 10.3390/app13074569
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- Article
基 基 于多智能体深度强化学习的无人机路径规划.
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- Journal of Beijing University of Technology, 2023, v. 49, n. 4, p. 449
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- Article
融合对比预测编码的深度双Q网络.
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- Journal of Computer Engineering & Applications, 2023, v. 59, n. 6, p. 162, doi. 10.3778/j.issn.1002-8331.2110-0205
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- Article
Research on the Multiobjective and Efficient Ore-Blending Scheduling of Open-Pit Mines Based on Multiagent Deep Reinforcement Learning.
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- Sustainability (2071-1050), 2023, v. 15, n. 6, p. 5279, doi. 10.3390/su15065279
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- Article
Radar Anti-Jamming Countermeasures Intelligent Decision-Making: A Partially Observable Markov Decision Process Approach.
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- Aerospace (MDPI Publishing), 2023, v. 10, n. 3, p. 236, doi. 10.3390/aerospace10030236
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- Article
Disaster world: Decision-theoretic agents for simulating population responses to hurricanes.
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- Computational & Mathematical Organization Theory, 2023, v. 29, n. 1, p. 84, doi. 10.1007/s10588-022-09359-y
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- Article
Deep reinforcement learning for the olfactory search POMDP: a quantitative benchmark.
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- European Physical Journal E -- Soft Matter, 2023, v. 46, n. 3, p. 1, doi. 10.1140/epje/s10189-023-00277-8
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- Article
Screening for preclinical Alzheimer's disease: Deriving optimal policies using a partially observable Markov model.
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- Health Care Management Science, 2023, v. 26, n. 1, p. 1, doi. 10.1007/s10729-022-09608-1
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- Article
A Bayesian computational model to investigate expert anticipation of a seemingly unpredictable ball bounce.
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- Psychological Research, 2023, v. 87, n. 2, p. 553, doi. 10.1007/s00426-022-01687-7
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- Article
A Comparative Study of Optimization Models for Condition-Based Maintenance Scheduling of an Aircraft Fleet.
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- Aerospace (MDPI Publishing), 2023, v. 10, n. 2, p. 120, doi. 10.3390/aerospace10020120
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- Article
A Discrete Partially Observable Markov Decision Process Model for the Maintenance Optimization of Oil and Gas Pipelines.
- Published in:
- Algorithms, 2023, v. 16, n. 1, p. 54, doi. 10.3390/a16010054
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- Article
The Intelligent Prospector v1.0: geoscientific model development and prediction by sequential data acquisition planning with application to mineral exploration.
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- Geoscientific Model Development, 2023, v. 16, n. 1, p. 289, doi. 10.5194/gmd-16-289-2023
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- Article
Real-Time Integrated Learning and Decision Making for Cumulative Shock Degradation.
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- M&SOM: Manufacturing & Service Operations Management, 2023, v. 25, n. 1, p. 235, doi. 10.1287/msom.2022.1149
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- Article
Robust Attitude Control of an Agile Aircraft Using Improved Q-Learning.
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- Actuators, 2022, v. 11, n. 12, p. 374, doi. 10.3390/act11120374
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Decision-making under uncertainty: be aware of your priorities.
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- Software & Systems Modeling, 2022, v. 21, n. 6, p. 2213, doi. 10.1007/s10270-021-00956-0
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- Article
PARTIALLY OBSERVABLE MARKOV DECISION PROCESSES WITH PARTIALLY OBSERVABLE RANDOM DISCOUNT FACTORS.
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- Kybernetika, 2022, v. 58, n. 6, p. 960, doi. 10.14736/kyb-2022-6-0960
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- Article