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Interpretable Reinforcement Learning for Sequential Strategy Prediction in Language-Based Games
Published 2025-07-01“…To address these challenges, this study proposes an interpretable reinforcement learning framework based on an Enhanced Deep Deterministic Policy Gradient (Enhanced-DDPG) algorithm. By leveraging a custom simulation environment and integrating key linguistic features word frequency, letter frequency, and repeated letter patterns (rep) the model dynamically predicts the number of attempts needed to solve <b>Wordle</b> puzzles. …”
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Dual-Priority Delayed Deep Double Q-Network (DPD3QN): A Dueling Double Deep Q-Network with Dual-Priority Experience Replay for Autonomous Driving Behavior Decision-Making
Published 2025-05-01“…Compared with the currently popular DQN and DDQN algorithms, this algorithm achieves higher success rates in challenging scenarios. …”
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Learning the Style via Mixed SN-Grams: An Evaluation in Authorship Attribution
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Deep Reinforcement Learning: A Chronological Overview and Methods
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Optimization of modeling and temperature control of air-cooled PEMFC based on TLBO-DE
Published 2024-12-01Get full text
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MACRPO: Multi-agent cooperative recurrent policy optimization
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Predictive modeling of punchouts in continuously reinforced concrete pavement: a machine learning approach
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Bat optimization of hybrid neural network-FOPID controllers for robust robot manipulator control
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An enhanced method of CNNs by incorporating the clustering-guided block for concrete crack recognition
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Practical Recommendations for Artificial Intelligence and Machine Learning in Antimicrobial Stewardship for Africa
Published 2025-04-01“…Financial investment is critical to scaling successful pilot projects and integrating them into national health systems. Effective policy development is equally essential to establishing regulatory frameworks that ensure data security, algorithmic fairness, and ethical AI use. …”
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