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cs.LG2024
Smart Sampling: Self-Attention and Bootstrapping for Improved Ensembled Q-Learning
Muhammad Junaid Khan, Syed Hammad Ahmed, Gita Sukthankar
We present a novel method aimed at enhancing the sample efficiency of ensemble Q learning. Our proposed approach integrates multi-head self-attention into the ensembled Q networks…
cs.LG2023
Understanding why shooters shoot -- An AI-powered engine for basketball performance profiling
Alejandro Rodriguez Pascual, Ishan Mehta, Muhammad Khan +2
Understanding player shooting profiles is an essential part of basketball analysis: knowing where certain opposing players like to shoot from can help coaches neutralize offensive…