Benjamin Scheerger
Ml Research Intern @Niwc Pacific
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WORK HISTORY
Ml Research Intern @Niwc Pacific
San Diego, CA, US
Engineered RL pathfinding model for Naval Applications- Implemented and benchmarked PPO and Q-Learning algorithms, running head-to-head evaluations to compare sample efficiency and policy quality- Built a production-grade custom Gym environment and implemented Stable-Baselines3 training/evaluation pipelines for stable, reproducible experiments- Automated runs and data analysis, generating per-episode/aggregate metrics and visualizations for fast feedback cycles
ABOUT BENJAMIN SCHEERGER
Cognitive Science and Machine Learning Major / Computer Science Minor at UC San Diego | NREIP ML Intern @ NIWC
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