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2026
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Soft Actor-Critic-Based Early Warning Method for Quench Risk in High-Temperature Superconducting Cables
IEEE Access,
2026
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Adaptive Optimization Strategies for Surfactant Cyclic Injection in Tight Oil Reservoirs
SPE Journal,
2026
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A Reinforcement Learning–Based Approach With Downside‐Risk Protection for Battery Dispatch in Day‐Ahead Markets
International Transactions on Electrical Energy Systems,
2025
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A Deep Reinforcement Learning Method for Collision Avoidance with Dense Speed-Constrained Multi-UAV
IEEE Robotics and Automation Letters,
2025
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Deep reinforcement learning for time-critical wilderness search and rescue using drones
Frontiers in Robotics and AI,
2025
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Enhancing Robot Perception using Vision-Aware Cognition Model
2025 IEEE/SICE International Symposium on System Integration (SII),
2025
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AI-computing, deep reinforcement learning-based predictive human-robot neuromechanical simulation for wearable robots
Applied Intelligence,
2025
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Optimization of Power Distribution Network Dispatching Auxiliary Decision-Making and Intelligent Ticketing System Based on PPO Algorithm
2025 3rd International Conference on Integrated Circuits and Communication Systems (ICICACS),
2025
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Learning-based Power Control for Secure Covert Semantic Communication
2025 International Wireless Communications and Mobile Computing (IWCMC),
2025
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Benchmarking Model Predictive Control and Reinforcement Learning-Based Control for Legged Robot Locomotion in MuJoCo Simulation
IEEE Access,
2025
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AegisRAN: A Fair and Energy-Efficient Computing Resource Allocation Framework for vRANs
IEEE Transactions on Mobile Computing,
2025
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Deep Reinforcement Learning for Foundational Control of a Continuum Robot Towards Cooperative Manipulation
2025 7th Novel Intelligent and Leading Emerging Sciences Conference (NILES),
2025
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A comparative analysis of PPO and SAC algorithms for energy optimization with country-level energy consumption insights
IFAC Journal of Systems and Control,
2025
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Enhancement of Control Performance for Degraded Robot Manipulators Using Digital Twin and Proximal Policy Optimization
IEEE Access,
2024
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CFD Market Maker’s Policy Optimization using Artificial Market Simulation and Deep Reinforcement Learning
Transactions of the Japanese Society for Artificial Intelligence,
2024
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Deep Reinforcement Learning-Based Scheduling Optimization of a Wind-solar Coupled CHP Unit System Considering Source-load Uncertainty
2024 3rd Conference on Fully Actuated System Theory and Applications (FASTA),
2024
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A Meta-learning Approach to Mitigating the Estimation Bias of Q-learning
ACM Transactions on Knowledge Discovery from Data,
2024
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Optimization of Peer-to-Peer Energy Trading With a Model-Based Deep Reinforcement Learning in a Non-Sharing Information Scenario
IEEE Access,
2024
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Domain Randomization-free Sim-to-Real : An Attention-Augmented Memory Approach for Robotic Tasks
2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS),
2024
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An Empirical Study of On-Policy and Off-Policy Actor-Critic Algorithms in the Context of Exploration-Exploitation Dilemma
2023 International Conference on Emerging Techniques in Computational Intelligence (ICETCI),
2023
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Reinforcement Learning-Based Response Shaping Control of Dynamical Systems
2023 11th International Conference on Control, Mechatronics and Automation (ICCMA),
2023
DOI:10.1109/ICCMA59762.2023.10374645
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