23 citations · 99 across the 15 of their papers we have counts for
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cs.LG2026
Learning a Latent Pulse Shape Interface for Photoinjector Laser Systems
Alexander Klemps, Denis Ilia, Pradeep Kr. Banerjee +3
Controlling the longitudinal laser pulse shape in photoinjectors of Free-Electron Lasers is a powerful lever for optimizing electron beam quality, but systematic exploration of the…
cs.LG2026
Dynamics-Aligned Shared Hypernetworks for Contextual RL under Discontinuous Shifts
Jan Benad, Pradeep Kr. Banerjee, Frank Röder +3
Zero-shot generalization in contextual reinforcement learning remains a core challenge, particularly when the context is latent and must be inferred from data. A canonical failure…