AI Agent - arXivDaily 专题

1907.07238 2019-07-18 cs.RO cs.LG 57%

Leveraging Experience in Lazy Search

Mohak Bhardwaj, Sanjiban Choudhury, Byron Boots, Siddhartha Srinivasa

专题命中工具调用：planning(abstract)；分类 cs.LG

Comments 9 pages

1907.06570 2019-07-16 cs.AI 57%

Automated Playtesting of Matching Tile Games

Luvneesh Mugrai, Fernando de Mesentier Silva, Christoffer Holmgård, Julian Togelius

专题命中工具调用：agent(abstract)；分类 cs.AI

Comments 7 pages. IEEE Conference On Games (COG) 2019

1907.05943 2019-07-16 cs.LG stat.ML 57%

A Study and Analysis of a Feature Subset Selection Technique using Penguin Search Optimization Algorithm (FS-PeSOA)

Agnip Dasgupta, Ardhendu Banerjee, Aniket Ghosh Dastidar, Antara Barman, Sanjay Chakraborty

专题命中工具调用：planning(abstract)；分类 cs.LG

1907.02548 2019-07-08 cs.AI 57%

Procedural Generation of Initial States of Sokoban

Dâmaris S. Bento, André G. Pereira, Levi H. S. Lelis

专题命中工具调用：planning(abstract)；分类 cs.AI

Comments Accepted for publication at IJCAI'19

1905.11068 2019-07-02 cs.RO cs.LG 57%

Value Iteration Networks on Multiple Levels of Abstraction

Daniel Schleich, Tobias Klamt, Sven Behnke

专题命中工具调用：planning(abstract)；分类 cs.LG

Journal ref Proceedings of Robotics: Science and Systems (RSS), Freiburg, Germany, June 2019

1906.11471 2019-06-28 stat.ML cs.LG 57%

Deep Active Learning with Adaptive Acquisition

Manuel Haussmann, Fred A. Hamprecht, Melih Kandemir

专题命中工具调用：workflow(abstract)；分类 cs.LG

Comments Accepted at IJCAI 2019

1906.11114 2019-06-27 cs.AI cs.RO 57%

From Multi-modal Property Dataset to Robot-centric Conceptual Knowledge About Household Objects

Madhura Thosar, Christian A. Mueller, Georg Jaeger, Johannes Schleiss, Narender Pulugu, Ravi Mallikarjun Chennaboina, Sai Vivek Jeevangekar, Andreas Birk, Max Pfingsthorn, Sebastian Zug

专题命中工具调用：tool-use(abstract)；分类 cs.AI

1906.08494 2019-06-21 cs.RO cs.AI 57%

Object Placement on Cluttered Surfaces: A Nested Local Search Approach

Abdul Rahman Dabbour, Esra Erdem, Volkan Patoglu

专题命中工具调用：planning(abstract)；分类 cs.AI

1906.08102 2019-06-20 cs.LG stat.ML 57%

Transfer NAS: Knowledge Transfer between Search Spaces with Transformer Agents

Zalán Borsos, Andrey Khorlin, Andrea Gesmundo

专题命中工具调用：agent(abstract)；分类 cs.LG

Comments 6th ICML Workshop on Automated Machine Learning

1810.00619 2019-06-17 cs.LG cs.PL stat.ML 57%

SmartChoices: Hybridizing Programming and Machine Learning

Victor Carbune, Thierry Coppey, Alexander Daryin, Thomas Deselaers, Nikhil Sarda, Jay Yagnik

专题命中工具调用：workflow(abstract)；分类 cs.LG

Comments published at the Reinforcement Learning for Real Life (RL4RealLife) Workshop in the 36th International Conference on Machine Learning (ICML), Long Beach, California, USA, 2019

1906.04887 2019-06-13 cs.LG cs.CV stat.ML 57%

Using Small Proxy Datasets to Accelerate Hyperparameter Search

Sam Shleifer, Eric Prokop

专题命中工具调用：workflow(abstract)；分类 cs.LG

1906.04818 2019-06-13 stat.ML cs.LG cs.NE 57%

Medium-Term Load Forecasting Using Support Vector Regression, Feature Selection, and Symbiotic Organism Search Optimization

Arghavan Zare-Noghabi, Morteza Shabanzadeh, Hossein Sangrody

专题命中工具调用：planning(abstract)；分类 cs.LG

Comments 2019 IEEE PES General Meeting

1712.07420 2019-06-07 cs.LG cs.CV stat.ML 57%

Finding Competitive Network Architectures Within a Day Using UCT

Martin Wistuba

专题命中工具调用：planning(abstract)；分类 cs.LG

Journal ref Proceedings of the 5th IEEE International Conference on Data Science and Advanced Analytics, pages 263-272, 2018

1906.00317 2019-06-04 cs.AI 57%

Automated Video Game Testing Using Synthetic and Human-Like Agents

Sinan Ariyurek, Aysu Betin-Can, Elif Surer

专题命中工具调用：agent(abstract)；分类 cs.AI

1905.13521 2019-06-03 cs.AI 57%

Multiple Policy Value Monte Carlo Tree Search

Li-Cheng Lan, Wei Li, Ting-Han Wei, I-Chen Wu

专题命中工具调用：agent(abstract)；分类 cs.AI

Comments Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI-19)

1904.07189 2019-05-31 cs.RO cs.AI 57%

Reinforcement Learning with Probabilistic Guarantees for Autonomous Driving

Maxime Bouton, Jesper Karlsson, Alireza Nakhaei, Kikuo Fujimura, Mykel J. Kochenderfer, Jana Tumova

专题命中工具调用：agent(abstract)；分类 cs.AI

Journal ref Workshop on Safety Risk and Uncertainty in Reinforcement Learning, Conference on Uncertainty in Artificial Intelligence (UAI), 2018

1905.10974 2019-05-28 cs.CV cs.LG eess.IV 57%

Style transfer-based image synthesis as an efficient regularization technique in deep learning

Agnieszka Mikołajczyk, Michał Grochowski

专题命中工具调用：tool use(abstract)；分类 cs.LG

Comments 6 pages, 4 figures, accepted to the 24th International Conference on Methods and Models in Automation and Robotics (MMAR 2019)

1905.08332 2019-05-22 cs.RO cs.AI 57%

Behavior Identification and Prediction for a Probabilistic Risk Framework

Jasprit Singh Gill, Pierluigi Pisu, Venkat N. Krovi, Matthias J. Schmid

专题命中工具调用：planning(abstract)；分类 cs.AI

1905.06402 2019-05-17 cs.AI 57%

Improved Safe Real-time Heuristic Search

Bence Cserna, Kevin C. Gall, Wheeler Ruml

专题命中工具调用：planning(abstract)；分类 cs.AI

1905.03697 2019-05-16 cs.CV cs.LG 57%

On Applying Machine Learning/Object Detection Models for Analysing Digitally Captured Physical Prototypes from Engineering Design Projects

Jorgen F. Erichsen, Sampsa Kohtala, Martin Steinert, Torgeir Welo

专题命中工具调用：workflow(abstract)；分类 cs.LG

Comments 13 pages, 4 tables, 3 figures

1806.02282 2019-04-23 stat.ML cs.LG math.OC 57%

Finding the bandit in a graph: Sequential search-and-stop

Pierre Perrault, Vianney Perchet, Michal Valko

专题命中工具调用：agent(abstract)；分类 cs.LG

Comments in International Conference on Artificial Intelligence and Statistics (AISTATS 2019), April 2019, Naha, Okinawa, Japan

1904.07366 2019-04-17 cs.AI cs.DM 57%

Efficiently Exploring Ordering Problems through Conflict-directed Search

Jingkai Chen, Cheng Fang, David Wang, Andrew Wang, Brian Williams

专题命中工具调用：planning(abstract)；分类 cs.AI

Comments Accepted at ICAPS2019. 9 pages, 4 figures, 2 tables,

1904.06879 2019-04-16 cs.AI cs.RO 57%

Improving interactive reinforcement learning: What makes a good teacher?

Francisco Cruz, Sven Magg, Yukie Nagai, Stefan Wermter

专题命中工具调用：agent(abstract)；分类 cs.AI

Comments 21 pages, 12 figures

Journal ref Connection Science, Vol. 30, Nr. 3, 2018

1809.08922 2019-04-08 cs.IR cs.LG stat.ML 57%

Context-Aware Systems for Sequential Item Recommendation

Moin Nadeem, Dustin Stansbury, Shane Mooney

专题命中工具调用：tool use(abstract)；分类 cs.LG

1902.10236 2019-04-05 cs.CL 57%

Learning When Not to Answer: A Ternary Reward Structure for Reinforcement Learning based Question Answering

Fréderic Godin, Anjishnu Kumar, Arpit Mittal

专题命中工具调用：agent(abstract)；分类 cs.CL

Comments Accepted at NAACL 2019. Version 1 was presented at NIPS 2018 workshop on Relational Representation Learning

1903.07260 2019-03-19 cs.AI 57%

Intelligent Solution System towards Parts Logistics Optimization

Yaoting Huang, Boyu Chen, Wenlian Lu, Zhong-Xiao Jin, Ren Zheng

专题命中工具调用：planning(abstract)；分类 cs.AI

Comments WCGO 2019

1903.03756 2019-03-12 cs.LG stat.ML 57%

Two-Hop Walks Indicate PageRank Order

Ying Tang

专题命中工具调用：tool use(abstract)；分类 cs.LG

Comments 29 pages, 2 figures

1903.01747 2019-03-11 cs.LG stat.ML 57%

Towards Understanding Chinese Checkers with Heuristics, Monte Carlo Tree Search, and Deep Reinforcement Learning

Ziyu Liu, Meng Zhou, Weiqing Cao, Qiang Qu, Henry Wing Fung Yeung, Vera Yuk Ying Chung

专题命中工具调用：agent(abstract)；分类 cs.LG

1902.07828 2019-02-22 stat.ML cs.IT cs.LG math.IT 57%

Correspondence Analysis Using Neural Networks

Hsiang Hsu, Salman Salamatian, Flavio P. Calmon

专题命中工具调用：tool use(abstract)；分类 cs.LG

Comments Accepted to AISTATS 2019. Overlaps with arXiv:1806.08449

1805.01367 2019-02-14 cs.LG stat.ML 57%

Open Loop Execution of Tree-Search Algorithms, extended version

Erwan Lecarpentier, Guillaume Infantes, Charles Lesire, Emmanuel Rachelson

专题命中工具调用：planning(abstract)；分类 cs.LG

Comments 10 pages, 10 figures

Journal ref 27th International Joint Conference on Artificial Intelligence (IJCAI 2018)

1. 工具调用 5112 篇

Leveraging Experience in Lazy Search

Automated Playtesting of Matching Tile Games

A Study and Analysis of a Feature Subset Selection Technique using Penguin Search Optimization Algorithm (FS-PeSOA)

Procedural Generation of Initial States of Sokoban

Value Iteration Networks on Multiple Levels of Abstraction

Deep Active Learning with Adaptive Acquisition

From Multi-modal Property Dataset to Robot-centric Conceptual Knowledge About Household Objects

Object Placement on Cluttered Surfaces: A Nested Local Search Approach

Transfer NAS: Knowledge Transfer between Search Spaces with Transformer Agents

SmartChoices: Hybridizing Programming and Machine Learning

Using Small Proxy Datasets to Accelerate Hyperparameter Search

Medium-Term Load Forecasting Using Support Vector Regression, Feature Selection, and Symbiotic Organism Search Optimization

Finding Competitive Network Architectures Within a Day Using UCT

Automated Video Game Testing Using Synthetic and Human-Like Agents

Multiple Policy Value Monte Carlo Tree Search

Reinforcement Learning with Probabilistic Guarantees for Autonomous Driving

Style transfer-based image synthesis as an efficient regularization technique in deep learning

Behavior Identification and Prediction for a Probabilistic Risk Framework

Improved Safe Real-time Heuristic Search

On Applying Machine Learning/Object Detection Models for Analysing Digitally Captured Physical Prototypes from Engineering Design Projects

Finding the bandit in a graph: Sequential search-and-stop

Efficiently Exploring Ordering Problems through Conflict-directed Search

Improving interactive reinforcement learning: What makes a good teacher?

Context-Aware Systems for Sequential Item Recommendation

Learning When Not to Answer: A Ternary Reward Structure for Reinforcement Learning based Question Answering

Intelligent Solution System towards Parts Logistics Optimization

Two-Hop Walks Indicate PageRank Order

Towards Understanding Chinese Checkers with Heuristics, Monte Carlo Tree Search, and Deep Reinforcement Learning

Correspondence Analysis Using Neural Networks

Open Loop Execution of Tree-Search Algorithms, extended version