Improving Reinforcement Learning Sample-Efficiency using Local Approximation
Preprint
Downloadable CV available here.
Programming (C++, Python, Java),Linux,Quantitative Analysis,Research,Machine Learning
Prashant, Mohit, et al. "Guaranteeing Out-Of-Distribution Detection in Deep RL via Transition Estimation". Proceedings of the AAAI Conference on Artificial Intelligence. Vol. 39. No. 12. 2025.
Prashant, Mohit, and Arvind Easwaran. "PAC-Based Formal Verification for Out-of-Distribution Data Detection." 2022 6th International Conference on System Reliability and Safety (ICSRS). IEEE, 2022.
Prashant, Mohit. "Generative Adversarial Masking" International Student Conference on Artificial Intelligence. 2021.
Talk at 3 Minute Thesis, Singapore
Talk at University of Pennsylvania, SEAS, Philadelphia, PA, USA
Talk at International Student Conference on Artificial Intelligence, Singapore
AAAI, ICML, IJCAI, AAMAS, Transactions in AI and others