Thomas Banker

According to our database, Thomas Banker authored at least 4 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Model-free Reinforcement Learning for Model-based Control: Towards Safe, Interpretable and Sample-efficient Agents.

Thomas Banker, Ali Mesbah

CoRR, July, 2025

MPCritic: A plug-and-play MPC architecture for reinforcement learning.

Nathan P. Lawrence, Thomas Banker, Ali Mesbah

CoRR, April, 2025

Local-Global Learning of Interpretable Control Policies: The Interface between MPC and Reinforcement Learning.

Thomas Banker, Nathan P. Lawrence, Ali Mesbah

CoRR, March, 2025

2024

Accelerating Black-Box Molecular Property Optimization by Adaptively Learning Sparse Subspaces.

Farshud Sorourifar, Thomas Banker, Joel A. Paulson

CoRR, 2024