AI Agent - arXivDaily 专题

1905.10144 2019-05-27 cs.LG cs.AI stat.ML 62%

Adaptive Symmetric Reward Noising for Reinforcement Learning

Refael Vivanti, Talya D. Sohlberg-Baris, Shlomo Cohen, Orna Cohen

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments 9 pages, 7 figures, conference

1711.01244 2019-05-21 stat.ML cs.AI cs.LG 62%

Meta-Learning by Adjusting Priors Based on Extended PAC-Bayes Theory

Ron Amit, Ron Meir

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments Accepted to ICML 2018

1905.07102 2019-05-20 cs.LG cs.AI stat.ML 62%

Mastering the Game of Sungka from Random Play

Darwin Bautista, Raimarc Dionido

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments 6 pages, 7 figures

1905.06393 2019-05-17 cs.LG cs.AI stat.ML 62%

IPC: A Benchmark Data Set for Learning with Graph-Structured Data

Patrick Ferber, Tengfei Ma, Siyu Huo, Jie Chen, Michael Katz

专题命中 Agent评测：planning(abstract)；分类 cs.AI、cs.LG

Comments ICML 2019 Workshop on Learning and Reasoning with Graph-Structured Data. The data set is accessible from https://github.com/IBM/IPC-graph-data

1904.09489 2019-04-23 cs.LG cs.AI stat.ML 62%

Compression and Localization in Reinforcement Learning for ATARI Games

Joel Ruben Antony Moniz, Barun Patra, Sarthak Garg

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments NeurIPS 2018 Deep Reinforcement Learning Workshop

1904.09024 2019-04-22 cs.LG cs.AI stat.ML 62%

When is a Prediction Knowledge?

Alex Kearney, Patrick M. Pilarski

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments Accepted to RLDM 2019

1904.04404 2019-04-10 cs.CV cs.AI cs.LG cs.RO 62%

Embodied Visual Recognition

Jianwei Yang, Zhile Ren, Mingze Xu, Xinlei Chen, David Crandall, Devi Parikh, Dhruv Batra

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments 14 pages, 13 figures, technical report

1811.04319 2019-04-09 cs.LG cs.CL stat.ML 62%

Playing by the Book: An Interactive Game Approach for Action Graph Extraction from Text

Ronen Tamari, Hiroyuki Shindo, Dafna Shahaf, Yuji Matsumoto

专题命中 Agent评测：agent(abstract)；分类 cs.CL、cs.LG

Comments Accepted to NAACL 2019 ESSP workshop (https://scientific-knowledge.github.io/)

1904.00231 2019-04-03 cs.RO cs.AI cs.LG stat.ML 62%

Lane Change Decision-making through Deep Reinforcement Learning with Rule-based Constraints

Junjie Wang, Qichao Zhang, Dongbin Zhao, Yaran Chen

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments 6 pages, 5 figures, accepted at 2019 International Joint Conference on Neural Networks(IJCNN)

1901.06613 2019-03-19 cs.CL cs.AI 62%

Beyond Turing: Intelligent Agents Centered on the User

Maxine Eskenazi, Shikib Mehri, Evgeniia Razumovskaia, Tiancheng Zhao

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.CL

Comments 13 pages

1811.08549 2019-03-15 cs.LG cs.AI cs.GT stat.ML 62%

Reinforcement Learning and Inverse Reinforcement Learning with System 1 and System 2

Alexander Peysakhovich

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments Published in AAAI-AIES 2019

1703.07940 2019-02-19 cs.LG cs.AI stat.ML 62%

Unsupervised Basis Function Adaptation for Reinforcement Learning

Edward Barker, Charl Ras

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

1902.00465 2019-02-04 cs.LG cs.AI cs.DC stat.ML 62%

TF-Replicator: Distributed Machine Learning for Researchers

Peter Buchlovsky, David Budden, Dominik Grewe, Chris Jones, John Aslanides, Frederic Besse, Andy Brock, Aidan Clark, Sergio Gómez Colmenarejo, Aedan Pope, Fabio Viola, Dan Belov

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

1901.03162 2019-02-04 cs.LG cs.AI cs.CV stat.ML 62%

Motion Perception in Reinforcement Learning with Dynamic Objects

Artemij Amiranashvili, Alexey Dosovitskiy, Vladlen Koltun, Thomas Brox

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

1901.11373 2019-02-01 cs.LG cs.CL stat.ML 62%

Learning and Evaluating General Linguistic Intelligence

Dani Yogatama, Cyprien de Masson d'Autume, Jerome Connor, Tomas Kocisky, Mike Chrzanowski, Lingpeng Kong, Angeliki Lazaridou, Wang Ling, Lei Yu, Chris Dyer, Phil Blunsom

专题命中 Agent评测：agent(abstract)；分类 cs.CL、cs.LG

1901.09895 2019-01-30 cs.LG cs.AI stat.ML 62%

Modularization of End-to-End Learning: Case Study in Arcade Games

Andrew Melnik, Sascha Fleer, Malte Schilling, Helge Ritter

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

1901.04966 2019-01-16 cs.LG cs.AI stat.ML 62%

Identifying and Correcting Label Bias in Machine Learning

Heinrich Jiang, Ofir Nachum

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

1808.04468 2018-12-27 cs.LG cs.AI stat.ML 62%

Risk-Sensitive Generative Adversarial Imitation Learning

Jonathan Lacotte, Mohammad Ghavamzadeh, Yinlam Chow, Marco Pavone

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

1812.09195 2018-12-24 cs.LG cs.CL stat.ML 62%

Learning to Navigate the Web

Izzeddin Gur, Ulrich Rueckert, Aleksandra Faust, Dilek Hakkani-Tur

专题命中 Agent评测：agent(abstract)；分类 cs.CL、cs.LG

Comments International Conference on Learning Representations (ICLR), 2019

1812.07626 2018-12-20 cs.LG cs.AI stat.ML 62%

Universal Successor Features Approximators

Diana Borsa, André Barreto, John Quan, Daniel Mankowitz, Rémi Munos, Hado van Hasselt, David Silver, Tom Schaul

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

1812.05451 2018-12-14 cs.CR cs.AI cs.LG stat.ML 62%

A Probabilistic Model of the Bitcoin Blockchain

Marc Jourdan, Sebastien Blandin, Laura Wynter, Pralhad Deshpande

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

1812.02868 2018-12-12 cs.LG cs.AI stat.ML 62%

Measuring and Characterizing Generalization in Deep Reinforcement Learning

Sam Witty, Jun Ki Lee, Emma Tosch, Akanksha Atrey, Michael Littman, David Jensen

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

1812.00855 2018-12-04 cs.LG cs.CL stat.ML 62%

Towards Solving Text-based Games by Producing Adaptive Action Spaces

Ruo Yu Tao, Marc-Alexandre Côté, Xingdi Yuan, Layla El Asri

专题命中 Agent评测：agent(abstract)；分类 cs.CL、cs.LG

1812.00350 2018-12-04 cs.CL cs.AI 62%

A Study on Dialogue Reward Prediction for Open-Ended Conversational Agents

Heriberto Cuayáhuitl, Seonghan Ryu, Donghyeon Lee, Jihie Kim

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.CL

Comments In NeurIPS Workshop on Conversational AI: "Today's Practice and Tomorrow's Potential", December 2018

1805.11592 2018-12-03 cs.LG cs.AI cs.CV stat.ML 62%

Playing hard exploration games by watching YouTube

Yusuf Aytar, Tobias Pfaff, David Budden, Tom Le Paine, Ziyu Wang, Nando de Freitas

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

1806.10729 2018-11-30 cs.LG cs.AI stat.ML 62%

Illuminating Generalization in Deep Reinforcement Learning through Procedural Level Generation

Niels Justesen, Ruben Rodriguez Torrado, Philip Bontrager, Ahmed Khalifa, Julian Togelius, Sebastian Risi

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments Accepted to NeurIPS Deep RL Workshop 2018

1805.08313 2018-11-22 cs.LG cs.AI stat.ML 62%

Learning Safe Policies with Expert Guidance

Jessie Huang, Fa Wu, Doina Precup, Yang Cai

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments Appears in NeurIPS 2018

1811.06521 2018-11-16 cs.LG cs.AI cs.NE stat.ML 62%

Reward learning from human preferences and demonstrations in Atari

Borja Ibarz, Jan Leike, Tobias Pohlen, Geoffrey Irving, Shane Legg, Dario Amodei

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments NIPS 2018

1803.07482 2018-11-15 cs.LG cs.AI stat.ML 62%

Natural Gradient Deep Q-learning

Ethan Knight, Osher Lerner

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

1810.12778 2018-10-31 cs.LG cs.AI cs.CV 62%

Reinforcement Learning and Deep Learning based Lateral Control for Autonomous Driving

Dong Li, Dongbin Zhao, Qichao Zhang, Yaran Chen

专题命中 Agent评测：agent(abstract)；分类 cs.AI、cs.LG

Comments 14 pages, 12 figures, accepted to IEEE Computational Intelligence Magazine

1. Agent评测 15819 篇

Adaptive Symmetric Reward Noising for Reinforcement Learning

Meta-Learning by Adjusting Priors Based on Extended PAC-Bayes Theory

Mastering the Game of Sungka from Random Play

IPC: A Benchmark Data Set for Learning with Graph-Structured Data

Compression and Localization in Reinforcement Learning for ATARI Games

When is a Prediction Knowledge?

Embodied Visual Recognition

Playing by the Book: An Interactive Game Approach for Action Graph Extraction from Text

Lane Change Decision-making through Deep Reinforcement Learning with Rule-based Constraints

Beyond Turing: Intelligent Agents Centered on the User

Reinforcement Learning and Inverse Reinforcement Learning with System 1 and System 2

Unsupervised Basis Function Adaptation for Reinforcement Learning

TF-Replicator: Distributed Machine Learning for Researchers

Motion Perception in Reinforcement Learning with Dynamic Objects

Learning and Evaluating General Linguistic Intelligence

Modularization of End-to-End Learning: Case Study in Arcade Games

Identifying and Correcting Label Bias in Machine Learning

Risk-Sensitive Generative Adversarial Imitation Learning

Learning to Navigate the Web

Universal Successor Features Approximators

A Probabilistic Model of the Bitcoin Blockchain

Measuring and Characterizing Generalization in Deep Reinforcement Learning

Towards Solving Text-based Games by Producing Adaptive Action Spaces

A Study on Dialogue Reward Prediction for Open-Ended Conversational Agents

Playing hard exploration games by watching YouTube

Illuminating Generalization in Deep Reinforcement Learning through Procedural Level Generation

Learning Safe Policies with Expert Guidance

Reward learning from human preferences and demonstrations in Atari

Natural Gradient Deep Q-learning

Reinforcement Learning and Deep Learning based Lateral Control for Autonomous Driving