FPGA Divide-and-Conquer Placement using Deep Reinforcement Learning. - Shang Wang; Deepak Ranganatha Sastry Mamillapalli; Tianpei Yang; Matthew E. Taylor (CoRR, 2024)

Boosting Robustness in Preference-Based Reinforcement Learning with Dynamic Sparsity. - Calarina Muslimani; Bram Grooten; Deepak Ranganatha Sastry Mamillapalli; Mykola Pechenizkiy; Decebal Constantin Mocanu; Matthew E. Taylor (AAMAS, 2025)