Paper-Conference

Prediction of Environmental Conditions for Maritime Navigation using a Network of Sensors: A Practical Application of Graph Neural Networks

Jan 1, 2020
On the Performance of Planning Through Backpropagation

Jan 1, 2020
Learning Probabilistic Sentential Decision Diagrams by Sampling

Jan 1, 2020
Finding Feasible Policies for Extreme Risk-Averse Agents in Probabilistic Planning

Jan 1, 2020
Decision-Aware Model Learning for Actor-Critic Methods: When Theory Does Not Meet Practice

Jan 1, 2020
A Contact Network-Based Approach for Online Planning of Containment Measures for COVID-19

Jan 1, 2020
Robust Analysis of MAP Inference in Selective Sum-Product Networks

Jan 1, 2019
Exploring the Space of Probabilistic Sentential Decision Diagrams

Jan 1, 2019
End-To-End Imitation Learning of Lane Following Policies Using Sum-Product Networks

Jan 1, 2019
Deep Reactive Policies for Planning in Stochastic Nonlinear Domains

Jan 1, 2019