Toward Robots That Reason: Logic, Probability & Causal Laws
Vaishak Belle
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Explainable and Interpretable Reinforcement Learning for Robotics
Aaron M. Roth
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Explainable and Interpretable Reinforcement Learning for Robotics
Aaron M. Roth
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A Concise Introduction to Models and Methods for Automated Planning
Hector Geffner
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Lifelong Machine Learning
Zhiyuan Chen
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Introduction to Logic Programming
Michael Genesereth
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Applying Reinforcement Learning on Real-World Data with Practical Examples in Python
Philip Osborne
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Learning and Decision-Making from Rank Data
Lirong Xia
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Reasoning with Probabilistic and Deterministic Graphical Models : Exact Algorithms, Second Edition
Rina Dechter
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An Introduction to the Planning Domain Definition Language
Patrik Haslum
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Federated Learning
Qiang Yang
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Introduction to Logic Programming
Michael Genesereth
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Introduction to Graph Neural Networks
Zhiyuan Liu
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Graph Representation Learning
William L. Hamilton
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Introduction to Symbolic Plan and Goal Recognition
Reuth Mirsky
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Network Embedding : Theories, Methods, and Applications
Cheng Yang
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Transfer Learning for Multiagent Reinforcement Learning Systems
Felipe Leno da Silva
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A Concise Introduction to Multiagent Systems and Distributed Artificial Intelligence
Nikos Vlassis
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Intelligent Autonomous Robotics : A Robot Soccer Case Study
Peter Stone
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Essentials of Game Theory : A Concise Multidisciplinary Introduction
Kevin Leyton-Brown
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Markov Logic : An Interface Layer for Artificial Intelligence
Pedro Domingos
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