Search Results for author: Ryan W. Gardner

Found 3 papers, 1 papers with code

Continuous Mean-Zero Disagreement-Regularized Imitation Learning (CMZ-DRIL)

no code implementations2 Mar 2024 Noah Ford, Ryan W. Gardner, Austin Juhl, Nathan Larson

Machine-learning paradigms such as imitation learning and reinforcement learning can generate highly performant agents in a variety of complex environments.

Imitation Learning reinforcement-learning

A Risk-Sensitive Approach to Policy Optimization

1 code implementation19 Aug 2022 Jared Markowitz, Ryan W. Gardner, Ashley Llorens, Raman Arora, I-Jeng Wang

Without cost constraints, we find that pessimistic risk profiles can be used to reduce cost while improving total reward accumulation.

Decision Making

On the Complexity of Reconnaissance Blind Chess

no code implementations7 Nov 2018 Jared Markowitz, Ryan W. Gardner, Ashley J. Llorens

This paper provides a complexity analysis for the game of reconnaissance blind chess (RBC), a recently-introduced variant of chess where each player does not know the positions of the opponent's pieces a priori but may reveal a subset of them through chosen, private sensing actions.

Decision Making

Cannot find the paper you are looking for? You can Submit a new open access paper.