Search Results for author: Bassel El Mabsout

Found 2 papers, 1 papers with code

Scrap Your Schedules with PopDescent

no code implementations23 Oct 2023 Abhinav Pomalapally, Bassel El Mabsout, Renato Mansuco

In contemporary machine learning workloads, numerous hyper-parameter search algorithms are frequently utilized to efficiently discover high-performing hyper-parameter values, such as learning and regularization rates.

Computational Efficiency Hyperparameter Optimization

The SwaNNFlight System: On-the-Fly Sim-to-Real Adaptation via Anchored Learning

1 code implementation17 Jan 2023 Bassel El Mabsout, Shahin Roozkhosh, Siddharth Mysore, Kate Saenko, Renato Mancuso

And (iii) anchor critics to help stabilize the fine-tuning of agents during sim-to-real transfer, online learning from real data while retaining behavior optimized in simulation.

Reinforcement Learning (RL)

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