Imitation learning: A survey of learning methods
Imitation learning techniques aim to mimic human behavior in a given task. An agent (a
learning machine) is trained to perform a task from demonstrations by learning a mapping …
learning machine) is trained to perform a task from demonstrations by learning a mapping …
From chess and atari to starcraft and beyond: How game ai is driving the world of ai
This paper reviews the field of Game AI, which not only deals with creating agents that can
play a certain game, but also with areas as diverse as creating game content automatically …
play a certain game, but also with areas as diverse as creating game content automatically …
[图书][B] Artificial intelligence and games
GN Yannakakis, J Togelius - 2018 - Springer
Georgios N. Yannakakis Julian Togelius Page 1 Artificial Intelligence and Games Georgios N.
Yannakakis Julian Togelius Page 2 Artificial Intelligence and Games Page 3 Georgios N …
Yannakakis Julian Togelius Page 2 Artificial Intelligence and Games Page 3 Georgios N …
Deep learning for video game playing
In this paper, we review recent deep learning advances in the context of how they have
been applied to play different types of video games such as first-person shooters, arcade …
been applied to play different types of video games such as first-person shooters, arcade …
A panorama of artificial and computational intelligence in games
GN Yannakakis, J Togelius - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
This paper attempts to give a high-level overview of the field of artificial and computational
intelligence (AI/CI) in games, with particular reference to how the different core research …
intelligence (AI/CI) in games, with particular reference to how the different core research …
Evaluation in artificial intelligence: from task-oriented to ability-oriented measurement
J Hernández-Orallo - Artificial Intelligence Review, 2017 - Springer
The evaluation of artificial intelligence systems and components is crucial for the progress of
the discipline. In this paper we describe and critically assess the different ways AI systems …
the discipline. In this paper we describe and critically assess the different ways AI systems …
[图书][B] Algorithmuskulturen--Über die rechnerische Konstruktion der Wirklichkeit
Die gegenwärtig beobachtbare Ausbreitung von Algorithmen stellt uns vor eine doppelte
Herausforderung. Sie stellt sowohl unsere Gesellschaft als auch die Sozialwissenschaften …
Herausforderung. Sie stellt sowohl unsere Gesellschaft als auch die Sozialwissenschaften …
Predicting Human Decision-Making
A Rosenfeld, S Kraus - … Human Decision-Making: From Prediction to Action, 2018 - Springer
Designing intelligent agents that interact proficiently with people necessitates the prediction
of human decision-making. We present and discuss three prediction paradigms for …
of human decision-making. We present and discuss three prediction paradigms for …
[HTML][HTML] A survey of demonstration learning
A Correia, LA Alexandre - Robotics and Autonomous Systems, 2024 - Elsevier
With the fast improvement of machine learning, reinforcement learning (RL) has been used
to automate human tasks in different areas. However, training such agents is difficult and …
to automate human tasks in different areas. However, training such agents is difficult and …