publications
2024
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Population-based Exploration in Reinforcement Learning through Repulsive Reward Shaping Using Eligibility TracesAnnals of Operations Research, Jan 2024
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Potential-Based Reward Shaping Using State-Space Segmentation for Efficiency in Reinforcement LearningApr 2024Future Generation Computer Systems
2023
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Optimistic Games for Combinatorial Bayesian Optimization with Applications to Protein DesignNeurIPS ReALML Workshop, Dec 2023Best paper award finalist*, Spotlight talk*
2022
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Reward Shaping for Efficient Exploration and Acceleration of Learning in Reinforcement LearningJul 2022M.S. - Master of Science