Dustin Morrill

According to our database1, Dustin Morrill authored at least 16 papers between 2015 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

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Bibliography

2023
Composing Efficient, Robust Tests for Policy Selection.
Proceedings of the Uncertainty in Artificial Intelligence, 2023

2022
Interpolating Between Softmax Policy Gradient and Neural Replicator Dynamics with Capped Implicit Exploration.
CoRR, 2022

2021
The Partially Observable History Process.
CoRR, 2021

Learning to Be Cautious.
CoRR, 2021

Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form Games.
Proceedings of the 38th International Conference on Machine Learning, 2021

Hindsight and Sequential Rationality of Correlated Play.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
The Advantage Regret-Matching Actor-Critic.
CoRR, 2020

Neural Replicator Dynamics: Multiagent Learning via Hedging Policy Gradients.
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

Alternative Function Approximation Parameterizations for Solving Games: An Analysis of ƒ-Regression Counterfactual Regret Minimization.
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

2019
Bounds for Approximate Regret-Matching Algorithms.
CoRR, 2019

OpenSpiel: A Framework for Reinforcement Learning in Games.
CoRR, 2019

Neural Replicator Dynamics.
CoRR, 2019

Computing Approximate Equilibria in Sequential Adversarial Games by Exploitability Descent.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2018
AIVAT: A New Variance Reduction Technique for Agent Evaluation in Imperfect Information Games.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
DeepStack: Expert-Level Artificial Intelligence in No-Limit Poker.
CoRR, 2017

2015
Solving Games with Functional Regret Estimation.
Proceedings of the Computer Poker and Imperfect Information, 2015


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