AI Agent

Predicting Human Strategies in Simulated Search and Rescue Task

Vidhi Jain, Rohit Jena, Huao Li, Tejus Gupta, Dana Hughes, Michael Lewis, Katia Sycara

专题命中 工具调用 ：agent(abstract)；分类 cs.LG

Comments Accepted at NeurIPS 2020; Workshop on Artificial Intelligence for Humanitarian Assistance and Disaster Response (AI+HADR 2020)

Automated Prediction of Medieval Arabic Diacritics

Khalid Alnajjar, Mika Hämäläinen, Niko Partanen, Jack Rueter

专题命中 工具调用 ：tool use(abstract)；分类 cs.CL

Reannealing of Decaying Exploration Based On Heuristic Measure in Deep Q-Network

Xing Wang, Alexander Vinel

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

AI4COVID-19: AI Enabled Preliminary Diagnosis for COVID-19 from Cough Samples via an App

Ali Imran, Iryna Posokhova, Haneya N. Qureshi, Usama Masood, Muhammad Sajid Riaz, Kamran Ali, Charles N. John, MD Iftikhar Hussain, Muhammad Nabeel

专题命中 工具调用 ：tool use(abstract)；分类 cs.LG

Comments Accepted in Informatics in Medicine Unlocked 2020

Journal ref Informatics in Medicine Unlocked, vol. 20, p. 100378, 2020

Design and Implementation of TAG: A Tabletop Games Framework

Raluca D. Gaina, Martin Balla, Alexander Dockhorn, Raul Montoliu, Diego Perez-Liebana

专题命中 工具调用 ：AI agent(abstract)；分类 cs.AI

Comments 24 pages, 6 figures

Efficient Incremental Modelling and Solving

Gökberk Koçak, Özgür Akgün, Nguyen Dang, Ian Miguel

专题命中 工具调用 ：planning(abstract)；分类 cs.AI

Journal ref ModRef 2020 - The 19th workshop on Constraint Modelling and Reformulation

Channel-wise Hessian Aware trace-Weighted Quantization of Neural Networks

Xu Qian, Victor Li, Crews Darren

专题命中 工具调用 ：agent(abstract)；分类 cs.LG

Visualizing RNN States with Predictive Semantic Encodings

Lindsey Sawatzky, Steven Bergner, Fred Popowich

专题命中 工具调用 ：tool use(abstract)；分类 cs.CL

Optimizing AD Pruning of Sponsored Search with Reinforcement Learning

Yijiang Lian, Zhijie Chen, Xin Pei, Shuang Li, Yifei Wang, Yuefeng Qiu, Zhiheng Zhang, Zhipeng Tao, Liang Yuan, Hanju Guan, Kefeng Zhang, Zhigang Li, Xiaochun Liu

专题命中 工具调用 ：agent(abstract)；分类 cs.LG

Soft Computing approaches on the Bandwidth Problem

Gabriela Czibula, Gloria Cerasela Crisan, Camelia-M. Pintea, Istvan-Gergely Czibula

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

Comments 6 pages, 1 figure; accepted to Informatica

Journal ref INFORMATICA 24(2):169-180 (2013)

Learning to Collide: An Adaptive Safety-Critical Scenarios Generating Method

Wenhao Ding, Baiming Chen, Minjun Xu, Ding Zhao

专题命中 工具调用 ：agent(abstract)；分类 cs.LG

Comments Accepted to IROS 2020

Graph topology inference benchmarks for machine learning

Carlos Lassance, Vincent Gripon, Gonzalo Mateos

专题命中 工具调用 ：tool use(abstract)；分类 cs.LG

Comments To appear in 2020 Machine Learning for Signal Processing. Code available at https://github.com/cadurosar/benchmark_graphinference

Generalizing Correspondence Analysis for Applications in Machine Learning

Hsiang Hsu, Salman Salamatian, Flavio P. Calmon

专题命中 工具调用 ：tool use(abstract)；分类 cs.LG

Comments 30 pages, 7 figures, 6 tables. arXiv admin note: text overlap with arXiv:1902.07828

AutoOD: Automated Outlier Detection via Curiosity-guided Search and Self-imitation Learning

Yuening Li, Zhengzhang Chen, Daochen Zha, Kaixiong Zhou, Haifeng Jin, Haifeng Chen, Xia Hu

专题命中 工具调用 ：agent(abstract)；分类 cs.LG

Adaptive Stress Testing without Domain Heuristics using Go-Explore

Mark Koren, Mykel J. Kochenderfer

专题命中 工具调用 ：agent(abstract)；分类 cs.LG

Comments Accepted to ITSC 2020

Exact and Metaheuristic Approaches for the Production Leveling Problem

Johannes Vass, Marie-Louise Lackner, Nysret Musliu

专题命中 工具调用 ：planning(abstract)；分类 cs.AI

Comments Instance set is published under https://dbai.tuwien.ac.at/staff/jvass/production-leveling/

Reinforcement Learning

Olivier Buffet, Olivier Pietquin, Paul Weng

专题命中 工具调用 ：agent(abstract)；分类 cs.LG

Comments Chapter in "A Guided Tour of Artificial Intelligence Research", Springer

Sophisticated Inference

Karl Friston, Lancelot Da Costa, Danijar Hafner, Casper Hesp, Thomas Parr

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

Conditional Neural Architecture Search

Sheng-Chun Kao, Arun Ramamurthy, Reed Williams, Tushar Krishna

专题命中 工具调用 ：workflow(abstract)；分类 cs.LG

Unlucky Explorer: A Complete non-Overlapping Map Exploration

Mohammad Sina Kiarostami, Saleh Khalaj Monfared, Mohammadreza Daneshvaramoli, Ali Oliayi, Negar Yousefian, Dara Rahmati, Saeid Gorgin

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

SPASS: Scientific Prominence Active Search System with Deep Image Captioning Network

Dicong Qiu

专题命中 工具调用 ：planning(abstract)；分类 cs.LG

Comments 9 pages, 5 figures, 1 table. Preprint. Work in progress

Journal ref Planetary and Space Science, 2020, 118: 104943

The Second Type of Uncertainty in Monte Carlo Tree Search

Thomas M Moerland, Joost Broekens, Aske Plaat, Catholijn M Jonker

专题命中 工具调用 ：planning(abstract)；分类 cs.AI

Comments arXiv admin note: text overlap with arXiv:1805.09218

memeBot: Towards Automatic Image Meme Generation

Aadhavan Sadasivam, Kausic Gunasekar, Hasan Davulcu, Yezhou Yang

专题命中 工具调用 ：tool use(abstract)；分类 cs.CL

Requirements engineering in global scaled agile software development environment: a multi-vocal literature review protocol

Priyanka Antil

专题命中 工具调用 ：planning(abstract)；分类 cs.SE

Comments 20 pages

Multi-Resolution A*

Wei Du, Fahad Islam, Maxim Likhachev

专题命中 工具调用 ：planning(abstract)；分类 cs.AI

A reinforcement learning application of guided Monte Carlo Tree Search algorithm for beam orientation selection in radiation therapy

Azar Sadeghnejad-Barkousaraie, Gyanendra Bohara, Steve Jiang, Dan Nguyen

专题命中 工具调用 ：planning(abstract)；分类 cs.LG

A machine learning methodology for real-time forecasting of the 2019-2020 COVID-19 outbreak using Internet searches, news alerts, and estimates from mechanistic models

Dianbo Liu, Leonardo Clemente, Canelle Poirier, Xiyu Ding, Matteo Chinazzi, Jessica T Davis, Alessandro Vespignani, Mauricio Santillana

专题命中 工具调用 ：agent(abstract)；分类 cs.LG

Objects of violence: synthetic data for practical ML in human rights investigations

Lachlan Kermode, Jan Freyberg, Alican Akturk, Robert Trafford, Denis Kochetkov, Rafael Pardinas, Eyal Weizman, Julien Cornebise

专题命中 工具调用 ：workflow(abstract)；分类 cs.LG

Comments Presented at NeurIPS 2019 in the AI for Social Good track

A New Challenge: Approaching Tetris Link with AI

Matthias Muller-Brockhausen, Mike Preuss, Aske Plaat

专题命中 工具调用 ：planning(abstract)；分类 cs.AI

Convex Hull Monte-Carlo Tree Search

Michael Painter, Bruno Lacerda, Nick Hawes

专题命中 工具调用 ：planning(abstract)；分类 cs.AI

Comments Camera-ready version of paper accepted to ICAPS 2020, along with relevant appendices