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1. sam3-damage-detect sam3-damage-detect Public

   AI-powered concrete damage detection using SAM with privacy protection. Automatic rust detection, pattern recognition, and signboard blur masking.

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2. deepseek-v3-quantization-analysis deepseek-v3-quantization-analysis Public

   Comprehensive performance analysis of DeepSeek V3 quantization levels (FP16, Q8_0, Q4_0) on 16GB GPU environments.

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3. dql-bridge-maintenance dql-bridge-maintenance Public

   A deep reinforcement learning system for optimizing bridge maintenance decisions across municipal infrastructure fleets, implementing cross-subsidy budget sharing and cooperative multi-agent learning.

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4. dql-maintenance-faster dql-maintenance-faster Public

   Deep Q-Network (DQN) implementation for optimal maintenance planning of 100-bridge fleet infrastructure using advanced reinforcement learning techniques and vectorized parallel training.

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5. markov-dqn-vectorized markov-dqn-vectorized Public

   Deep Q-Network implementation for optimal bridge maintenance planning using Markov Decision Process formulation with vectorized parallel training. Based on Phase 3 (Vectorized DQN) from dql-mainten…

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6. markov-dqn-v09-quantile markov-dqn-v09-quantile Public

   Quantile Regression DQN implementation for bridge fleet maintenance optimization using Markov Decision Process. Migrated from C51 distributional RL (v0.8) with 200 quantiles and Huber loss. Feature…

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