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Dec 09, 2025 I recently authored a critique on colluding reinforcement learning agents with Dr. Arunselvan Ramaswamy (Karlstad University/IIT-B) and Tania Mitra Victoria (BA student, MSE). A preprint can be found here.
Oct 07, 2025 Together with Akila and Prof. Srinivasan, proposed a model for the monopoly rent of a patent under a Markovian patent-enforcement process. See paper
Aug 25, 2025 With Dr. Ajay Shenoy, completed a six-week executive-education programme on Probability for GenAI for working professionals. The course covered VAEs, GANs, and diffusion models.