AI Agent

Predictive Independence Testing, Predictive Conditional Independence Testing, and Predictive Graphical Modelling

Samuel Burkart, Franz J Király

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

Affective Recommendation System for Tourists by Using Emotion Generating Calculations

Takumi Ichimura, Issei Tachibana

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

Comments 6 pages, 10 figures. arXiv admin note: substantial text overlap with arXiv:1804.02657 and arXiv:1804.03994

Journal ref Proc. of IEEE 7th International Workshop on Computational Intelligence and Applications (IWCIA2014)

Active Reinforcement Learning with Monte-Carlo Tree Search

Sebastian Schulze, Owain Evans

专题命中 工具调用 ：agent(abstract)；分类 cs.LG

Comments 11 pages, 10 figures

A New Result on the Complexity of Heuristic Estimates for the A* Algorithm

Othar Hansson, Andrew Mayer, Marco Valtorta

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

Journal ref Artificial Intelligence, 55, 1 (May 1992), 129-143

Deep Auxiliary Learning for Visual Localization and Odometry

Abhinav Valada, Noha Radwan, Wolfram Burgard

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

Comments Accepted for ICRA 2018

Psychlab: A Psychology Laboratory for Deep Reinforcement Learning Agents

Joel Z. Leibo, Cyprien de Masson d'Autume, Daniel Zoran, David Amos, Charles Beattie, Keith Anderson, Antonio García Castañeda, Manuel Sanchez, Simon Green, Audrunas Gruslys, Shane Legg, Demis Hassabis, Matthew M. Botvinick

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

Comments 28 pages, 11 figures

Spectral Dynamics of Learning Restricted Boltzmann Machines

Aurélien Decelle, Giancarlo Fissore, Cyril Furtlehner

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

Journal ref EPL 119 (2017) 60001

Artificial Neural Networks that Learn to Satisfy Logic Constraints

Gadi Pinkas, Shimon Cohen

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

An Empirical Study of the Effects of Spurious Transitions on Abstraction-based Heuristics

Mehdi Sadeqi, Robert C. Holte, Sandra Zilles

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

Comments 38 pages, 9 figures, appendix with 5 figures

Is Input Sparsity Time Possible for Kernel Low-Rank Approximation?

Cameron Musco, David P. Woodruff

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

Comments To appear, NIPS 2017

Combining Strategic Learning and Tactical Search in Real-Time Strategy Games

Nicolas A. Barriga, Marius Stanescu, Michael Buro

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

Semi-Automatic Terminology Ontology Learning Based on Topic Modeling

Monika Rani, Amit Kumar Dhar, O. P. Vyas

专题命中 工具调用 ：agent(abstract)；分类 cs.CL

autoBagging: Learning to Rank Bagging Workflows with Metalearning

Fábio Pinto, Vítor Cerqueira, Carlos Soares, João Mendes-Moreira

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

Axioms in Model-based Planners

Shuwa Miura, Alex Fukunaga

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

Combinatorial Multi-Armed Bandits with Filtered Feedback

James A. Grant, David S. Leslie, Kevin Glazebrook, Roberto Szechtman

专题命中 工具调用 ：agent(abstract)；分类 cs.LG

Comments 16 pages

The N-Tuple Bandit Evolutionary Algorithm for Automatic Game Improvement

Kamolwan Kunanusont, Raluca D. Gaina, Jialin Liu, Diego Perez-Liebana, Simon M. Lucas

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

Comments 8 pages, 9 figure, 2 tables, CEC2017

Automatic Anomaly Detection in the Cloud Via Statistical Learning

Jordan Hochenbaum, Owen S. Vallis, Arun Kejariwal

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

Comments 13 pages, 12 figures

Analysis of Vanilla Rolling Horizon Evolution Parameters in General Video Game Playing

Raluca D. Gaina, Jialin Liu, Simon M. Lucas, Diego Perez-Liebana

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

Journal ref Applications of Evolutionary Computation, EvoApplications, Lecture Notes in Computer Science, vol. 10199, Springer, Cham., p. 418-434, 2017

Evaluating and Modelling Hanabi-Playing Agents

Joseph Walton-Rivers, Piers R. Williams, Richard Bartle, Diego Perez-Liebana, Simon M. Lucas

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

Comments Proceedings of the IEEE Conference on Evolutionary Computation (2017)

Bernoulli Rank-$1$ Bandits for Click Feedback

Sumeet Katariya, Branislav Kveton, Csaba Szepesvári, Claire Vernade, Zheng Wen

专题命中 工具调用 ：agent(abstract)；分类 cs.LG

Theoretical and Experimental Analysis of the Canadian Traveler Problem

Doron Zarchy

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

Distributed Probabilistic Bisection Search using Social Learning

Athanasios Tsiligkaridis, Theodoros Tsiligkaridis

专题命中 工具调用 ：agent(abstract)；分类 cs.LG

Comments 5 Pages, Accepted to ICASSP 2017

Digits that are not: Generating new types through deep neural nets

Akın Kazakçıand Mehdi Cherti, Balázs Kégl

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

Comments preprint ICCC'16, International Conference on Computational Creativity

Multi-armed Bandits with Application to 5G Small Cells

Setareh Maghsudi, Ekram Hossain

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

Comments 10 pages

Modeling the Mind: A brief review

Gabriel Makdah

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

Comments Part 1 in the Modeling the Mind review series. 52 pages, 5 figures

Deep Learning for Reward Design to Improve Monte Carlo Tree Search in ATARI Games

Xiaoxiao Guo, Satinder Singh, Richard Lewis, Honglak Lee

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

Comments In 25th International Joint Conference on Artificial Intelligence (IJCAI), 2016

An Adaptive Learning Mechanism for Selection of Increasingly More Complex Systems

Fouad Khan

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

Comments (IJACSA), 6(6), 2015

SWIM: Synthesizing What I Mean

Mukund Raghothaman, Yi Wei, Youssef Hamadi

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

Comments Final draft of paper to be presented at ICSE 2016

A Simple Baseline for Travel Time Estimation using Large-Scale Trip Data

Hongjian Wang, Zhenhui Li, Yu-Hsuan Kuo, Dan Kifer

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

Comments 12 pages

Bigger Buffer k-d Trees on Multi-Many-Core Systems

Fabian Gieseke, Cosmin Eugen Oancea, Ashish Mahabal, Christian Igel, Tom Heskes

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