2 citations · 2 across the 3 of their papers we have counts for
3 papers
cs.LG2026
Dreaming Smoothly and Sample Efficiently with Gradient Penalized Latent Dynamics
Romil V. Sonigra, P. R. Kumar
Model-based reinforcement learning improves sample efficiency by learning a world model. However, existing latent world models such as DreamerV3 do not explicitly enforce local smo…
eess.SY2023
TERRA: Beam Management for Outdoor mm-Wave Networks
Santosh Ganji, Jaewon Kim, Romil Sonigra +1
mm-Wave communication systems use narrow directional beams due to the spectrum's characteristic nature: high path and penetration losses. The mobile and the base station primarily…
cs.IT2021★ 2 cited
Overcoming Pedestrian Blockage in mm-Wave Bands using Ground Reflections
Santosh Ganji, Romil Sonigra, P. R. Kumar
mm-Wave communication employs directional beams to overcome high path loss. High data rate communication is typically along line-of-sight (LoS). In outdoor environments, such commu…