AI Agent

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

Enhancing the Monte Carlo Tree Search Algorithm for Video Game Testing

Sinan Ariyurek, Aysu Betin-Can, Elif Surer

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

Meta-learning curiosity algorithms

Ferran Alet, Martin F. Schneider, Tomas Lozano-Perez, Leslie Pack Kaelbling

专题命中 工具调用 ：agent(abstract)；分类 cs.LG

Comments Published in ICLR 2020

Piecewise linear regressions for approximating distance metrics

Josiah Putman, Lisa Oh, Luyang Zhao, Evan Honnold, Galen Brown, Weifu Wang, Devin Balkcom

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

Learning to Plan in High Dimensions via Neural Exploration-Exploitation Trees

Binghong Chen, Bo Dai, Qinjie Lin, Guo Ye, Han Liu, Le Song

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

Comments 26 pages, 74 figures, ICLR 2020 spotlight

Neural Architecture Search For Fault Diagnosis

Xudong Li, Yang Hu, Jianhua Zheng, Mingtao Li

专题命中 工具调用 ：agent(abstract)；分类 cs.LG

Nearly Optimal Algorithms for Piecewise-Stationary Cascading Bandits

Lingda Wang, Huozhi Zhou, Bingcong Li, Lav R. Varshney, Zhizhen Zhao

专题命中 工具调用 ：agent(abstract)；分类 cs.LG

Evolutionary-Neural Hybrid Agents for Architecture Search

Krzysztof Maziarz, Mingxing Tan, Andrey Khorlin, Marin Georgiev, Andrea Gesmundo

专题命中 工具调用 ：agent(abstract)；分类 cs.LG

Classification of Cognitive Load and Expertise for Adaptive Simulation using Deep Multitask Learning

Pritam Sarkar, Kyle Ross, Aaron J. Ruberto, Dirk Rodenburg, Paul Hungler, Ali Etemad

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

Comments 2019 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works

Learning Non-Markovian Reward Models in MDPs

Gavin Rens, Jean-François Raskin

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

Comments 18 pages, single column, 4 figures

On Universal Equivariant Set Networks

Nimrod Segol, Yaron Lipman

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

Comment on "AndrODet: An adaptive Android obfuscation detector"

Alireza Mohammadinodooshan, Ulf Kargén, Nahid Shahmehri

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

Structural characterization of musical harmonies

Maria Rojo González, Simone Santini

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

HMM-guided frame querying for bandwidth-constrained video search

Bhairav Chidambaram, Mason McGill, Pietro Perona

专题命中 工具调用 ：agent(abstract)；分类 cs.LG

Comments 4 pages, 5 figures

Generative Teaching Networks: Accelerating Neural Architecture Search by Learning to Generate Synthetic Training Data

Felipe Petroski Such, Aditya Rawal, Joel Lehman, Kenneth O. Stanley, Jeff Clune

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