Picture for Thomas G. Dietterich

Thomas G. Dietterich

Reinforcement Learning with Exogenous States and Rewards

Mar 22, 2023
Figure 1 for Reinforcement Learning with Exogenous States and Rewards
Figure 2 for Reinforcement Learning with Exogenous States and Rewards
Figure 3 for Reinforcement Learning with Exogenous States and Rewards
Figure 4 for Reinforcement Learning with Exogenous States and Rewards
Viaarxiv icon

Will My Robot Achieve My Goals? Predicting the Probability that an MDP Policy Reaches a User-Specified Behavior Target

Nov 29, 2022
Figure 1 for Will My Robot Achieve My Goals? Predicting the Probability that an MDP Policy Reaches a User-Specified Behavior Target
Figure 2 for Will My Robot Achieve My Goals? Predicting the Probability that an MDP Policy Reaches a User-Specified Behavior Target
Figure 3 for Will My Robot Achieve My Goals? Predicting the Probability that an MDP Policy Reaches a User-Specified Behavior Target
Figure 4 for Will My Robot Achieve My Goals? Predicting the Probability that an MDP Policy Reaches a User-Specified Behavior Target
Viaarxiv icon

Oracle Analysis of Representations for Deep Open Set Detection

Sep 22, 2022
Figure 1 for Oracle Analysis of Representations for Deep Open Set Detection
Figure 2 for Oracle Analysis of Representations for Deep Open Set Detection
Figure 3 for Oracle Analysis of Representations for Deep Open Set Detection
Figure 4 for Oracle Analysis of Representations for Deep Open Set Detection
Viaarxiv icon

Conformal Prediction Intervals for Markov Decision Process Trajectories

Jun 21, 2022
Figure 1 for Conformal Prediction Intervals for Markov Decision Process Trajectories
Figure 2 for Conformal Prediction Intervals for Markov Decision Process Trajectories
Figure 3 for Conformal Prediction Intervals for Markov Decision Process Trajectories
Figure 4 for Conformal Prediction Intervals for Markov Decision Process Trajectories
Viaarxiv icon

The Familiarity Hypothesis: Explaining the Behavior of Deep Open Set Methods

Mar 04, 2022
Figure 1 for The Familiarity Hypothesis: Explaining the Behavior of Deep Open Set Methods
Figure 2 for The Familiarity Hypothesis: Explaining the Behavior of Deep Open Set Methods
Figure 3 for The Familiarity Hypothesis: Explaining the Behavior of Deep Open Set Methods
Figure 4 for The Familiarity Hypothesis: Explaining the Behavior of Deep Open Set Methods
Viaarxiv icon

Hidden Heterogeneity: When to Choose Similarity-Based Calibration

Add code
Feb 03, 2022
Figure 1 for Hidden Heterogeneity: When to Choose Similarity-Based Calibration
Figure 2 for Hidden Heterogeneity: When to Choose Similarity-Based Calibration
Figure 3 for Hidden Heterogeneity: When to Choose Similarity-Based Calibration
Figure 4 for Hidden Heterogeneity: When to Choose Similarity-Based Calibration
Viaarxiv icon

Deep Convolution for Irregularly Sampled Temporal Point Clouds

May 01, 2021
Figure 1 for Deep Convolution for Irregularly Sampled Temporal Point Clouds
Figure 2 for Deep Convolution for Irregularly Sampled Temporal Point Clouds
Figure 3 for Deep Convolution for Irregularly Sampled Temporal Point Clouds
Figure 4 for Deep Convolution for Irregularly Sampled Temporal Point Clouds
Viaarxiv icon

Confidence Calibration for Domain Generalization under Covariate Shift

Apr 01, 2021
Figure 1 for Confidence Calibration for Domain Generalization under Covariate Shift
Figure 2 for Confidence Calibration for Domain Generalization under Covariate Shift
Figure 3 for Confidence Calibration for Domain Generalization under Covariate Shift
Figure 4 for Confidence Calibration for Domain Generalization under Covariate Shift
Viaarxiv icon

Three-quarter Sibling Regression for Denoising Observational Data

Dec 31, 2020
Figure 1 for Three-quarter Sibling Regression for Denoising Observational Data
Figure 2 for Three-quarter Sibling Regression for Denoising Observational Data
Figure 3 for Three-quarter Sibling Regression for Denoising Observational Data
Figure 4 for Three-quarter Sibling Regression for Denoising Observational Data
Viaarxiv icon

A Unifying Review of Deep and Shallow Anomaly Detection

Sep 28, 2020
Figure 1 for A Unifying Review of Deep and Shallow Anomaly Detection
Figure 2 for A Unifying Review of Deep and Shallow Anomaly Detection
Figure 3 for A Unifying Review of Deep and Shallow Anomaly Detection
Figure 4 for A Unifying Review of Deep and Shallow Anomaly Detection
Viaarxiv icon