Synthesis Lectures on Artificial Intelligence and Machine Learning

Roth / Manocha / Sriram

Explainable and Interpretable Reinforcement Learning for Robotics

Explainable and Interpretable Reinforcement Learning for Robotics

Explainable and Interpretable Reinforcement Learning for Robotics

Belle

Toward Robots That Reason: Logic, Probability & Causal Laws

Toward Robots That Reason: Logic, Probability & Causal Laws

Toward Robots That Reason: Logic, Probability & Causal Laws

Roth / Manocha / Sriram

Explainable and Interpretable Reinforcement Learning for Robotics

Explainable and Interpretable Reinforcement Learning for Robotics

Explainable and Interpretable Reinforcement Learning for Robotics

Sreedharan / Kulkarni / Kambhampati

Explainable Human-AI Interaction

Explainable Human-AI Interaction

Explainable Human-AI Interaction

Belle

Toward Robots That Reason: Logic, Probability & Causal Laws

Toward Robots That Reason: Logic, Probability & Causal Laws

Toward Robots That Reason: Logic, Probability & Causal Laws

Genesereth / Thielscher

General Game Playing

General Game Playing

General Game Playing

Chernova / Thomaz

Robot Learning from Human Teachers

Robot Learning from Human Teachers

Robot Learning from Human Teachers

Subramanya / Talukdar

Graph-Based Semi-Supervised Learning

Graph-Based Semi-Supervised Learning

Graph-Based Semi-Supervised Learning

Bellet / Habrard / Sebban

Metric Learning

Metric Learning

Metric Learning

Roijers / Whiteson

Multi-Objective Decision Making

Multi-Objective Decision Making

Multi-Objective Decision Making

Faltings / Radanovic

Game Theory for Data Science

Game Theory for Data Science

Game Theory for Data Science

De Raedt / Kersting / Natarajan

Statistical Relational Artificial Intelligence

Statistical Relational Artificial Intelligence

Statistical Relational Artificial Intelligence

Santhanam / Basu / Honavar

Representing and Reasoning with Qualitative Preferences

Representing and Reasoning with Qualitative Preferences

Representing and Reasoning with Qualitative Preferences

Vorobeychik / Kantarcioglu

Adversarial Machine Learning

Adversarial Machine Learning

Adversarial Machine Learning

Xia

Learning and Decision-Making from Rank Data

Learning and Decision-Making from Rank Data

Learning and Decision-Making from Rank Data

Dechter

Reasoning with Probabilistic and Deterministic Graphical Models

Reasoning with Probabilistic and Deterministic Graphical Models

Reasoning with Probabilistic and Deterministic Graphical Models

Haslum / Lipovetzky / Magazzeni

An Introduction to the Planning Domain Definition Language

An Introduction to the Planning Domain Definition Language

An Introduction to the Planning Domain Definition Language

Yang / Liu / Cheng

Federated Learning

Federated Learning

Federated Learning

Liu / Zhou

Introduction to Graph Neural Networks

Introduction to Graph Neural Networks

Introduction to Graph Neural Networks

Hamilton

Graph Representation Learning

Graph Representation Learning

Graph Representation Learning