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1. adversarial-soccer-rl adversarial-soccer-rl Public

   Deterministic hex-grid soccer environment with two adversarial agents. Implements Q-Learning, Minimax-Q (via LP), and Belief-Q with online belief updates; trains in SE2G/SE6G to reduce state space …

   Python 1

2. song-identification-fingerprints-and-embeddings song-identification-fingerprints-and-embeddings Public

   Song identification combining landmark audio fingerprinting with CNN/AST/MERT embeddings (contrastive InfoNCE), benchmarked on Jamendo with strong noise robustness.

   Python 4

3. deepfake-detection-resnet-xception-swin deepfake-detection-resnet-xception-swin Public

   Deepfake detection on FaceForensics++ using ResNet50, Xception(+SE), and Swin(+SE) with face crops vs full frames, frame sampling, aggregation, and Grad-CAM.

   Python