Safe and adaptive control of non-stationary stochastic systems via Lyapunov-constrained distributional reinforcement learning. [PDF]
Khaniki MAL, Mirzaee M, Moradi E.
europepmc +1 more source
Brain-inspired cognitive state modeling of complex English discourse reading: an LLM-parameterized hierarchical semi-Markov approach. [PDF]
Xie B, Hu Y, Zhao L.
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Physics-constrained multimodal reinforcement learning for local UAV Navigation in complex static obstacle environments. [PDF]
Tian Y +6 more
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From mechanistic models to artificial intelligence: exploring the potential of digital twins in geriatric oncology. [PDF]
Karampelesis P +3 more
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Causal Structure Learning Assumptions Shape Counterfactual Safety: Expert-Guided Constraints vs. Data-Driven DAGs with Probabilistic Logic Twin Networks. [PDF]
Avilés H +11 more
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Multi-Component Joint Maintenance Decision for Electro-Hydraulic Servo Fatigue Testing Machine Based on Multi-Head Deep Reinforcement Learning. [PDF]
Liu P, Huang G, Xi J, Wu J.
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Effect of Construction Restrictions on Future Landslide Exposure Under Land-Use Simulation in Southwest China. [PDF]
Jin J +7 more
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Long-Horizon Constraint-Aware Collaborative Scheduling for Multiple Phased-Array Radars Using Mamba Temporal Encoding and Structured Hybrid Actions. [PDF]
Liu J, Xu J, Xing W, Li M.
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A theoretical framework for brain-computer interfaces: decodability, performance limits, and closed-loop adaptation. [PDF]
Fu Y +10 more
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Learning Adaptive Search with Reinforcement Learning for Small and Fast Object Tracking. [PDF]
Liu B +6 more
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