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Safe reinforcement learning under temporal logic with reward design and quantum action selection

Scientific reports, 2023-02, Vol.13 (1), p.1925-1925, Article 1925

2023

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Model-free reinforcement learning for motion planning of autonomous agents with complex tasks in partially observable environments

Autonomous agents and multi-agent systems, 2024-06, Vol.38 (1), Article 14

2024

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Intelligent Traffic Light via Policy-based Deep Reinforcement Learning

International journal of ITS research, 2022-12, Vol.20 (3), p.734-744

2022

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Joint measure matrix and channel estimation for millimeter-wave massive MIMO with hybrid precoding

EURASIP journal on wireless communications and networking, 2019-12, Vol.2019 (1), p.1-11, Article 293

2019

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Research progress and prospect of CO2-water-rock interaction on petrophysical properties of CO2 geological sequestration

Youqi dizhi yu caishoulu, 2023-11, Vol.30 (6), p.80-91

2023

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Research on encoding and decoding of non-binary polar codes over GF(2m)

Digital communications and networks, 2022-06, Vol.8 (3), p.359-372

2022

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Effect of Surface Type on the Flow Characteristics in Shale Nanopores

Geofluids, 2021, Vol.2021, p.1-12

2021

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Research on the Innovative Management Mode in Enterprises during Big Data Era

Journal of physics. Conference series, 2020-05, Vol.1550 (3), p.32048

Cai, Mingyu

2020

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Numerical Simulation of the Depressurization Process of a Natural Gas Hydrate Reservoir: An Attempt at Optimization of Field Operational Factors with Multiple Wells in a Real 3D Geological Model

Energies (Basel), 2016-09, Vol.9 (9), p.714-714

2016

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Learning-Based Probabilistic LTL Motion Planning With Environment and Motion Uncertainties

IEEE transactions on automatic control, 2021-05, Vol.66 (5), p.2386-2392

2021

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Optimal Probabilistic Motion Planning With Potential Infeasible LTL Constraints

IEEE transactions on automatic control, 2023-01, Vol.68 (1), p.301-316

2023

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IEEE_Xplore

Modular Deep Reinforcement Learning for Continuous Motion Planning With Temporal Logic

IEEE robotics and automation letters, 2021-10, Vol.6 (4), p.7973-7980

2021

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Hydro-mechanical-chemical modeling of sub-nanopore capillary-confinement on CO2-CCUS-EOR

Energy (Oxford), 2021-06, Vol.225, p.120203, Article 120203

2021

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Monitoring oil displacement and CO2 trapping in low-permeability media using NMR: A comparison of miscible and immiscible flooding

Fuel (Guildford), 2021-12, Vol.305, p.121606, Article 121606

2021

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Immiscible/Near-Miscible relative permeability for confined fluids at high-pressure and high-temperature for a fractal reservoir

Fuel (Guildford), 2022-02, Vol.310, p.122389, Article 122389

2022

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Fast Motion Planning in Dynamic Environments With Extended Predicate-Based Temporal Logic

IEEE transactions on automation science and engineering, 2024-06, p.1-15

2024

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Model-based motion planning in POMDPs with temporal logic specifications

Advanced robotics, 2023-07, Vol.37 (14), p.871-886

2023

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Coupled hydro-mechanical-chemical simulation of CCUS-EOR with static and dynamic microscale effects in tight reservoirs

Fuel (Guildford), 2024-02, Vol.357, p.129888, Article 129888

2024

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Reservoir tortuosity prediction: Coupling stochastic generation of porous media and machine learning

Energy (Oxford), 2023-12, Vol.285, p.129512, Article 129512

2023

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Reinforcement learning-based motion planning in partially observable environments under ethical constraints

Ai and ethics (Online), 2024-03

2024

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Image-based model for dynamic apparent gas permeability in Organic-rich shales

Fuel (Guildford), 2022-06, Vol.318, p.123588, Article 123588

2022

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Receding Horizon Control-Based Motion Planning With Partially Infeasible LTL Constraints

IEEE control systems letters, 2021-10, Vol.5 (4), p.1279-1284

2021

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Vision-Based Reactive Temporal Logic Motion Planning for Quadruped Robots in Unstructured Dynamic Environments

IEEE transactions on industrial electronics (1982), 2024-06, Vol.71 (6), p.1-10

2024

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IEEE_Xplore

An Ultra-Reliable Low-Latency Non-Binary Polar Coded SCMA Scheme

IEEE transactions on vehicular technology, 2022-06, Vol.71 (6), p.6518-6533

2022

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IEEE_Xplore

Molecular insight into the boundary conditions of water flow in clay nanopores

Journal of molecular liquids, 2020-08, Vol.311, p.113292, Article 113292

2020

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Safe reinforcement learning under temporal logic with reward design and quantum action selection

Model-free reinforcement learning for motion planning of autonomous agents with complex tasks in partially observable environments

Intelligent Traffic Light via Policy-based Deep Reinforcement Learning

Joint measure matrix and channel estimation for millimeter-wave massive MIMO with hybrid precoding

Research progress and prospect of CO2-water-rock interaction on petrophysical properties of CO2 geological sequestration

Research on encoding and decoding of non-binary polar codes over GF(2m)

Effect of Surface Type on the Flow Characteristics in Shale Nanopores

Research on the Innovative Management Mode in Enterprises during Big Data Era

Numerical Simulation of the Depressurization Process of a Natural Gas Hydrate Reservoir: An Attempt at Optimization of Field Operational Factors with Multiple Wells in a Real 3D Geological Model

Learning-Based Probabilistic LTL Motion Planning With Environment and Motion Uncertainties

Optimal Probabilistic Motion Planning With Potential Infeasible LTL Constraints

Modular Deep Reinforcement Learning for Continuous Motion Planning With Temporal Logic

Hydro-mechanical-chemical modeling of sub-nanopore capillary-confinement on CO2-CCUS-EOR

Monitoring oil displacement and CO2 trapping in low-permeability media using NMR: A comparison of miscible and immiscible flooding

Immiscible/Near-Miscible relative permeability for confined fluids at high-pressure and high-temperature for a fractal reservoir

Fast Motion Planning in Dynamic Environments With Extended Predicate-Based Temporal Logic

Model-based motion planning in POMDPs with temporal logic specifications

Coupled hydro-mechanical-chemical simulation of CCUS-EOR with static and dynamic microscale effects in tight reservoirs

Reservoir tortuosity prediction: Coupling stochastic generation of porous media and machine learning

Reinforcement learning-based motion planning in partially observable environments under ethical constraints

Image-based model for dynamic apparent gas permeability in Organic-rich shales

Receding Horizon Control-Based Motion Planning With Partially Infeasible LTL Constraints

Vision-Based Reactive Temporal Logic Motion Planning for Quadruped Robots in Unstructured Dynamic Environments

An Ultra-Reliable Low-Latency Non-Binary Polar Coded SCMA Scheme

Molecular insight into the boundary conditions of water flow in clay nanopores

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