2 papers
cs.LG2025
SafeRL-Lite: A Lightweight, Explainable, and Constrained Reinforcement Learning Library
Satyam Mishra, Phung Thao Vi, Shivam Mishra +3
We introduce SafeRL-Lite, an open-source Python library for building reinforcement learning (RL) agents that are both constrained and explainable. Existing RL toolkits often lack n…
cs.CV2024
GAN Based Top-Down View Synthesis in Reinforcement Learning Environments
Usama Younus, Vinoj Jayasundara, Shivam Mishra +1
Human actions are based on the mental perception of the environment. Even when all the aspects of an environment are not visible, humans have an internal mental model that can gene…