This group explores various issues related to climate and sustainable development of the earth with the help of Machine Learning and Data Sciences. The grand aim of the group is to develop a model of the world (with a special focus on India), through which we can simulate the impact of global climate change on regional weather and climate, human settlements, agricultural productions, environment and health.
PSALM (Predictive Stochastic Adaptive Learning Machines) Lab at IIT Kharagpur is focused on research at the intersection of control theory and Artificial Intelligence (AI). The real world applications of AI require safety guarantee and explainability of the AI module. In addition, several modules such as sensing and perception, planning and action need to interact to complete the feedback loop. Our main focus is in planning and decision making but we also consider sensing and actuation along with the effects of communication channels whenever required.
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