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Jacob Adamczyk — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Jacob Adamczyk
8
papers ·
3
citations ·
3
h-index
University of Massachusetts Boston
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Bootstrapped Reward Shaping
2025 · 3 citations
Average-Reward Soft Actor-Critic
2025
Inferring Transition Dynamics from Value Functions
2025
EVAL: EigenVector-based Average-reward Learning
2025
Reinforcement Learning for Control of Non-Markovian Cellular Population Dynamics
2024
Utilizing Prior Solutions for Reward Shaping and Composition in Entropy-Regularized Reinforcement Learning
2022
Leveraging Prior Knowledge in Reinforcement Learning via Double-Sided Bounds on the Value Function
2023
Bounding the Optimal Value Function in Compositional Reinforcement Learning
2023
Top co-authors
Stas Tiomkin
· 6
Rahul Kulkarni
· 4
Volodymyr Makarenko
· 4
Argenis Arriojas
· 2
Josiah C. Kratz
· 1
Rahul V. Kulkarni
· 1
Rahul V. Kulkarni
· 1
Topics
Value-Based
Policy Gradient
Model-Based RL
Safe RL
Meta-RL
Game AI
Exploration