2 papers
cs.LG2026
Optimistic World Models: Efficient Exploration in Model-Based Deep Reinforcement Learning
Akshay Mete, Shahid Aamir Sheikh, Tzu-Hsiang Lin +2
Efficient exploration remains a central challenge in reinforcement learning (RL), particularly in sparse-reward environments. We introduce Optimistic World Models (OWMs), a princip…
eess.SP2024
Precoder Implementation and Optimization in 5G NR Massive MIMO Radio
Kalyani Bhukya, Shahid Aamir Sheikh, Radha Krishna Ganti
The evolution of 5G New Radio (NR) has brought significant improvements in signal strength and service quality for users. By integrating Multiple Input Multiple Output (MIMO) syste…