csAI Archives - Newsemia

A Note on Rich Incomplete Argumentation Frameworks. (arXiv:2009.04869v1 [cs.AI])

NewsemiaSeptember 11, 2020

by NewsemiaSeptember 11, 202003

Recently, qualitative uncertainty in abstract argumentation has received much attention. The first works on this topic introduced uncertainty about the presence of attacks, then about...

AI/ML

Why should I not follow you? Reasons For and Reasons Against in Responsible Recommender Systems. (arXiv:2009.01953v1 [cs.AI])

NewsemiaSeptember 7, 2020

by NewsemiaSeptember 7, 202008

A few Recommender Systems (RS) resort to explanations so as to enhance trust in recommendations. However, current techniques for explanation generation tend to strongly uphold...

AI/ML

Blind Spots in AI Ethics and Biases in AI governance. (arXiv:2007.04477v5 [cs.AI] UPDATED)

NewsemiaAugust 29, 2020

by NewsemiaAugust 29, 202004

There is an interesting link between critical theory and certain genres of literature that may be of interest to the current debate on AI ethics....

AI/ML

A Three-Stage Algorithm for the Large Scale Dynamic Vehicle Routing Problem with an Industry 4.0 Approach. (arXiv:2008.11719v1 [cs.AI])

NewsemiaAugust 28, 2020

by NewsemiaAugust 28, 202003

Industry 4.0 is a concept which helps companies to have a smart supply chain system when they are faced with a dynamic process. As Industry...

AI/ML

Commonsense Knowledge in Wikidata. (arXiv:2008.08114v1 [cs.AI])

NewsemiaAugust 20, 2020

by NewsemiaAugust 20, 202007

Wikidata and Wikipedia have been proven useful for reason-ing in natural language applications, like question answering or entitylinking. Yet, no existing work has studied the...

AI/ML

The Chess Transformer: Mastering Play using Generative Language Models. (arXiv:2008.04057v3 [cs.AI] UPDATED)

NewsemiaAugust 16, 2020

by NewsemiaAugust 16, 2020015

This work demonstrates that natural language transformers can support more generic strategic modeling, particularly for text-archived games. In addition to learning natural language skills, the...

AI/ML

Navigating Language Models with Synthetic Agents. (arXiv:2008.04162v3 [cs.AI] UPDATED)

NewsemiaAugust 16, 2020

by NewsemiaAugust 16, 202004

Modern natural language models such as the GPT-2/GPT-3 contain tremendous amounts of information about human belief in a consistently interrogatable form. If these models could...

AI/ML

Unlocking the Potential of Deep Counterfactual Value Networks. (arXiv:2007.10442v1 [cs.AI])

NewsemiaJuly 22, 2020

by NewsemiaJuly 22, 202003

Deep counterfactual value networks combined with continual resolving provide a way to conduct depth-limited search in imperfect-information games. However, since their introduction in the DeepStack...

AI/ML

Phase Transition Behavior in Knowledge Compilation. (arXiv:2007.10400v1 [cs.AI])

NewsemiaJuly 22, 2020

by NewsemiaJuly 22, 202004

The study of phase transition behaviour in SAT has led to deeper understanding and algorithmic improvements of modern SAT solvers. Motivated by these prior studies...

AI/ML

Object Tracking by Least Spatiotemporal Searches. (arXiv:2007.09288v1 [cs.AI])

NewsemiaJuly 21, 2020

by NewsemiaJuly 21, 202002

Tracking a car or a person in a city is crucial for urban safety management. How can we complete the task with minimal number of...

AI/ML

OBA: An Ontology-Based Framework for Creating REST APIs for Knowledge Graphs. (arXiv:2007.09206v1 [cs.AI])

NewsemiaJuly 21, 2020

by NewsemiaJuly 21, 202003

In recent years, Semantic Web technologies have been increasingly adopted by researchers, industry and public institutions to describe and link data on the Web, create...

AI/ML

WordCraft: An Environment for Benchmarking Commonsense Agents. (arXiv:2007.09185v1 [cs.AI])

NewsemiaJuly 21, 2020

by NewsemiaJuly 21, 202005

The ability to quickly solve a wide range of real-world tasks requires a commonsense understanding of the world. Yet, how to best extract such knowledge...

AI/ML

Enabling Morally Sensitive Robotic Clarification Requests. (arXiv:2007.08670v1 [cs.AI])

NewsemiaJuly 20, 2020

by NewsemiaJuly 20, 202003

The design of current natural language oriented robot architectures enables certain architectural components to circumvent moral reasoning capabilities. One example of this is reflexive generation...

AI/ML

Modified Possibilistic Fuzzy C-Means Algorithm for Clustering Incomplete Data Sets. (arXiv:2007.04908v2 [cs.AI] UPDATED)

NewsemiaJuly 19, 2020

by NewsemiaJuly 19, 202003

Possibilistic fuzzy c-means (PFCM) algorithm is a reliable algorithm has been proposed to deal the weakness of two popular algorithms for clustering, fuzzy c-means (FCM)...

AI/ML

Lifted Inference in 2-Variable Markov Logic Networks with Function and Cardinality Constraints Using Discrete Fourier Transform. (arXiv:2006.03432v2 [cs.AI] UPDATED)

NewsemiaJuly 19, 2020

by NewsemiaJuly 19, 202004

In this paper we show that inference in 2-variable Markov logic networks (MLNs) with cardinality and function constraints is domain-liftable. To obtain this result we...

AI/ML

On Emergent Communication in Competitive Multi-Agent Teams. (arXiv:2003.01848v2 [cs.AI] UPDATED)

NewsemiaJuly 19, 2020

by NewsemiaJuly 19, 202003

Several recent works have found the emergence of grounded compositional language in the communication protocols developed by mostly cooperative multi-agent systems when learned end-to-end to...

AI/ML

Complex Markov Logic Networks: Expressivity and Liftability. (arXiv:2002.10259v2 [cs.AI] UPDATED)

NewsemiaJuly 19, 2020

by NewsemiaJuly 19, 202002

We study expressivity of Markov logic networks (MLNs). We introduce complex MLNs, which use complex-valued weights, and we show that, unlike standard MLNs with real-valued...

AI/ML

Specification mining and automated task planning for autonomous robots based on a graph-based spatial temporal logic. (arXiv:2007.08451v1 [cs.AI])

NewsemiaJuly 18, 2020

by NewsemiaJuly 18, 202004

We aim to enable an autonomous robot to learn new skills from demo videos and use these newly learned skills to accomplish non-trivial high-level tasks....

AI/ML

Strengthening Deterministic Policies for POMDPs. (arXiv:2007.08351v1 [cs.AI])

NewsemiaJuly 18, 2020

by NewsemiaJuly 18, 202002

The synthesis problem for partially observable Markov decision processes (POMDPs) is to compute a policy that satisfies a given specification. Such policies have to take...

AI/ML

Dueling Deep Q Network for Highway Decision Making in Autonomous Vehicles: A Case Study. (arXiv:2007.08343v1 [cs.AI])

NewsemiaJuly 18, 2020

by NewsemiaJuly 18, 202003

This work optimizes the highway decision making strategy of autonomous vehicles by using deep reinforcement learning (DRL). First, the highway driving environment is built, wherein...

Newsemia

Tag : csAI

A Note on Rich Incomplete Argumentation Frameworks. (arXiv:2009.04869v1 [cs.AI])

Why should I not follow you? Reasons For and Reasons Against in Responsible Recommender Systems. (arXiv:2009.01953v1 [cs.AI])

Blind Spots in AI Ethics and Biases in AI governance. (arXiv:2007.04477v5 [cs.AI] UPDATED)

A Three-Stage Algorithm for the Large Scale Dynamic Vehicle Routing Problem with an Industry 4.0 Approach. (arXiv:2008.11719v1 [cs.AI])

Commonsense Knowledge in Wikidata. (arXiv:2008.08114v1 [cs.AI])

The Chess Transformer: Mastering Play using Generative Language Models. (arXiv:2008.04057v3 [cs.AI] UPDATED)

Navigating Language Models with Synthetic Agents. (arXiv:2008.04162v3 [cs.AI] UPDATED)

Unlocking the Potential of Deep Counterfactual Value Networks. (arXiv:2007.10442v1 [cs.AI])

Phase Transition Behavior in Knowledge Compilation. (arXiv:2007.10400v1 [cs.AI])

Object Tracking by Least Spatiotemporal Searches. (arXiv:2007.09288v1 [cs.AI])

OBA: An Ontology-Based Framework for Creating REST APIs for Knowledge Graphs. (arXiv:2007.09206v1 [cs.AI])

WordCraft: An Environment for Benchmarking Commonsense Agents. (arXiv:2007.09185v1 [cs.AI])

Enabling Morally Sensitive Robotic Clarification Requests. (arXiv:2007.08670v1 [cs.AI])

Modified Possibilistic Fuzzy C-Means Algorithm for Clustering Incomplete Data Sets. (arXiv:2007.04908v2 [cs.AI] UPDATED)

Lifted Inference in 2-Variable Markov Logic Networks with Function and Cardinality Constraints Using Discrete Fourier Transform. (arXiv:2006.03432v2 [cs.AI] UPDATED)

On Emergent Communication in Competitive Multi-Agent Teams. (arXiv:2003.01848v2 [cs.AI] UPDATED)

Complex Markov Logic Networks: Expressivity and Liftability. (arXiv:2002.10259v2 [cs.AI] UPDATED)

Specification mining and automated task planning for autonomous robots based on a graph-based spatial temporal logic. (arXiv:2007.08451v1 [cs.AI])

Strengthening Deterministic Policies for POMDPs. (arXiv:2007.08351v1 [cs.AI])

Dueling Deep Q Network for Highway Decision Making in Autonomous Vehicles: A Case Study. (arXiv:2007.08343v1 [cs.AI])

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