Shomit Basu

Nower Hill High School

A-Levels:- Mathematics A* - Further Mathematics A*- Physics A

UCL

Grade: DistinctionTerm 1: Supervised Learning, Bayesian Deep Learning, Advanced Topics in Machine Learning (Kernel Methods and Convex Optimisation), Graphical Models, and Statistical Models & Data Analysis.Term 2: Applied Machine Learning, Applied Deep Learning, Reinforcement Learning, and Multi-Agent AI.Thesis: Alternating Dynamics and Policy opTimization (ADAPT) My thesis project introduced ADAPT, a novel model-based reinforcement learning algorithm for… Exibir mais Grade: DistinctionTerm 1: Supervised Learning, Bayesian Deep Learning, Advanced Topics in Machine Learning (Kernel Methods and Convex Optimisation), Graphical Models, and Statistical Models & Data Analysis.Term 2: Applied Machine Learning, Applied Deep Learning, Reinforcement Learning, and Multi-Agent AI.Thesis: Alternating Dynamics and Policy opTimization (ADAPT) My thesis project introduced ADAPT, a novel model-based reinforcement learning algorithm for continuous state-action spaces. Inspired by the Neumann series solution for Markov Decision Processes, ADAPT achieved optimal performance across diverse environments, including OpenAI Gym and DeepMind Control Suite. Exibir menos

UCL

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