Adamczyk, Jacob

5 publications

AAAI 2025 Bootstrapped Reward Shaping Jacob Adamczyk, Volodymyr Makarenko, Stas Tiomkin, Rahul V. Kulkarni

ICLR 2025 Reinforcement Learning for Control of Non-Markovian Cellular Population Dynamics Josiah C Kratz, Jacob Adamczyk

UAI 2023 Bayesian Inference Approach for Entropy Regularized Reinforcement Learning with Stochastic Dynamics Argenis Arriojas, Jacob Adamczyk, Stas Tiomkin, Rahul V. Kulkarni

UAI 2023 Bounding the Optimal Value Function in Compositional Reinforcement Learning Jacob Adamczyk, Volodymyr Makarenko, Argenis Arriojas, Stas Tiomkin, Rahul V. Kulkarni

AAAI 2023 Utilizing Prior Solutions for Reward Shaping and Composition in Entropy-Regularized Reinforcement Learning Jacob Adamczyk, Argenis Arriojas, Stas Tiomkin, Rahul V. Kulkarni