Optimization methods for interpretable differentiable decision trees applied to reinforcement learning

A Silva, M Gombolay, T Killian… - International …, 2020 - proceedings.mlr.press
Decision trees are ubiquitous in machine learning for their ease of use and interpretability.
Yet, these models are not typically employed in reinforcement learning as they cannot be …

[PDF][PDF] Optimization Methods for Interpretable Differentiable Decision Trees in Reinforcement Learning

A Silva, T Killian, IR Jimenez, SH Son, M Gombolay - proceedings.mlr.press
Decision trees are ubiquitous in machine learning for their ease of use and interpretability.
Yet, these models are not typically employed in reinforcement learning as they cannot be …

[PDF][PDF] Optimization Methods for Interpretable Differentiable Decision Trees in Reinforcement Learning

A Silva, T Killian, IR Jimenez, SH Son, M Gombolay - scholar.archive.org
Decision trees are ubiquitous in machine learning for their ease of use and interpretability.
Yet, these models are not typically employed in reinforcement learning as they cannot be …