AI Agent - arXivDaily 专题

1810.08178 2018-10-19 cs.LG cs.AI stat.ML 62%

Gradient Agreement as an Optimization Objective for Meta-Learning

Amir Erfan Eshratifar, David Eigen, Massoud Pedram

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

1810.05057 2018-10-12 cs.AI cs.LG cs.RO stat.ML 62%

Identification of Invariant Sensorimotor Structures as a Prerequisite for the Discovery of Objects

Nicolas Le Hir, Olivier Sigaud, Alban Laflaquière

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

Comments 24 pages, 10 figures, published in Frontiers Robotics and AI

Journal ref Front. Robot. AI, 25 June 2018

1810.04535 2018-10-11 cs.LG cs.AI cs.RO stat.ML 62%

Investigating Enactive Learning for Autonomous Intelligent Agents

Rafik Hadfi

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

Comments 6 pages, 5 figures, 1 table, accepted as conference paper but withdrawn

1810.04118 2018-10-10 cs.NI cs.AI cs.LG 62%

Semi-supervised Deep Reinforcement Learning in Support of IoT and Smart City Services

Mehdi Mohammadi, Ala Al-Fuqaha, Mohsen Guizani, Jun-Seok Oh

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

Comments 11 pages, 7 figures. Accepted for publication in IEEE Internet of Things Journal

Journal ref IEEE Internet of Things Journal, Volume 5, Issue 2, 2018

1810.01871 2018-10-05 cs.LG cs.AI cs.RO stat.ML 62%

Grounding the Experience of a Visual Field through Sensorimotor Contingencies

Alban Laflaquière

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

Comments 23 pages, 7 figures, published in Neurocomputing

Journal ref Neurocomputing, Volume 268, 13 December 2017, Pages 142-152

1810.01054 2018-10-03 cs.RO cs.AI cs.GR cs.LG 62%

ChainQueen: A Real-Time Differentiable Physical Simulator for Soft Robotics

Yuanming Hu, Jiancheng Liu, Andrew Spielberg, Joshua B. Tenenbaum, William T. Freeman, Jiajun Wu, Daniela Rus, Wojciech Matusik

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

Comments In submission to ICRA 2019. Supplemental Video: https://www.youtube.com/watch?v=4IWD4iGIsB4 Project Page: https://github.com/yuanming-hu/ChainQueen

1809.09420 2018-09-26 cs.AI cs.LG 62%

Co-Creative Level Design via Machine Learning

Matthew Guzdial, Nicholas Liao, Mark Riedl

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

Comments 7 pages, 2 figures, Fifth Experimental AI in Games Workshop

1808.05697 2018-09-25 cs.CL cs.LG stat.ML 62%

Deep Bayesian Active Learning for Natural Language Processing: Results of a Large-Scale Empirical Study

Aditya Siddhant, Zachary C. Lipton

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

Comments To be presented at EMNLP 2018

1808.10393 2018-08-31 cs.LG cs.AI cs.CV cs.RO stat.ML 62%

Learning End-to-end Autonomous Driving using Guided Auxiliary Supervision

Ashish Mehta, Adithya Subramanian, Anbumani Subramanian

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

Comments 12 pages, 5 figures, 1 table

1808.07739 2018-08-24 cs.LG cs.AI stat.ML 62%

Diversity-Driven Selection of Exploration Strategies in Multi-Armed Bandits

Fabien C. Y. Benureau, Pierre-Yves Oudeyer

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

Journal ref 2015 Joint IEEE International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob), pp. 135-142

1808.07104 2018-08-23 cs.AI cs.CL 62%

Aiming to Know You Better Perhaps Makes Me a More Engaging Dialogue Partner

Yury Zemlyanskiy, Fei Sha

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

Comments To appear in the proceedings of Conference on Computational Natural Language Learning, CoNLL 2018

1808.04794 2018-08-15 cs.AI cs.LG 62%

Improving Hearthstone AI by Combining MCTS and Supervised Learning Algorithms

Maciej Świechowski, Tomasz Tajmajer, Andrzej Janusz

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

Comments Proceedings of the 2018 IEEE Conference on Computational Intelligence and Games (CIG'18); pages 445-452; ISBN: 978-1-5386-4358-7

1808.04355 2018-08-14 cs.LG cs.AI cs.CV cs.RO stat.ML 62%

Large-Scale Study of Curiosity-Driven Learning

Yuri Burda, Harri Edwards, Deepak Pathak, Amos Storkey, Trevor Darrell, Alexei A. Efros

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

Comments First three authors contributed equally and ordered alphabetically. Website at https://pathak22.github.io/large-scale-curiosity/

1705.06366 2018-07-24 cs.LG cs.AI cs.RO 62%

Automatic Goal Generation for Reinforcement Learning Agents

Carlos Florensa, David Held, Xinyang Geng, Pieter Abbeel

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

Comments Accepted at ICML 2018, Proceedings of the 35th International Conference on Machine Learning, Stockholm, Sweden, PMLR 80, 2018

1807.03395 2018-07-11 cs.LG cs.AI cs.CY stat.ML 62%

Towards Non-Parametric Learning to Rank

Ao Liu, Qiong Wu, Zhenming Liu, Lirong Xia

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

Comments 10 pages' main document and 10 pages' supplementary documents

1606.01868 2018-07-10 cs.AI cs.LG stat.ML 62%

Unifying Count-Based Exploration and Intrinsic Motivation

Marc G. Bellemare, Sriram Srinivasan, Georg Ostrovski, Tom Schaul, David Saxton, Remi Munos

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

1807.01736 2018-07-06 cs.LG cs.AI stat.ML 62%

Transfer with Model Features in Reinforcement Learning

Lucas Lehnert, Michael L. Littman

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

1806.08354 2018-06-22 cs.CV cs.AI cs.LG cs.RO stat.ML 62%

Learning Instance Segmentation by Interaction

Deepak Pathak, Yide Shentu, Dian Chen, Pulkit Agrawal, Trevor Darrell, Sergey Levine, Jitendra Malik

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

Comments Website at https://pathak22.github.io/seg-by-interaction/

1806.07011 2018-06-20 cs.CV cs.AI cs.LG 62%

VirtualHome: Simulating Household Activities via Programs

Xavier Puig, Kevin Ra, Marko Boben, Jiaman Li, Tingwu Wang, Sanja Fidler, Antonio Torralba

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

Comments CVPR 2018 (Oral)

1805.12387 2018-06-01 cs.LG cs.AI stat.ML 62%

Agents and Devices: A Relative Definition of Agency

Laurent Orseau, Simon McGregor McGill, Shane Legg

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

1802.09564 2018-05-29 cs.RO cs.AI cs.LG 62%

Reinforcement and Imitation Learning for Diverse Visuomotor Skills

Yuke Zhu, Ziyu Wang, Josh Merel, Andrei Rusu, Tom Erez, Serkan Cabi, Saran Tunyasuvunakool, János Kramár, Raia Hadsell, Nando de Freitas, Nicolas Heess

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

Comments 13 pages, 6 figures, Published in RSS 2018

1805.08588 2018-05-23 cs.MA cs.AI cs.LG 62%

An Optimal Rewiring Strategy for Reinforcement Social Learning in Cooperative Multiagent Systems

Hongyao Tang, Li Wang, Zan Wang, Tim Baarslag, Jianye Hao

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

Comments 9 pages, 5 figures

1805.06126 2018-05-18 q-fin.CP cs.AI cs.LG nlin.AO q-fin.PM 62%

Market Self-Learning of Signals, Impact and Optimal Trading: Invisible Hand Inference with Free Energy

Igor Halperin, Ilya Feldshteyn

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

Comments 56 pages, 3 figures

1805.05769 2018-05-16 cs.AI cs.LG 62%

Leveraging human knowledge in tabular reinforcement learning: A study of human subjects

Ariel Rosenfeld, Moshe Cohen, Matthew E. Taylor, Sarit Kraus

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

Comments To appear in the Knowledge Engineering Review (KER) journal

1805.04396 2018-05-14 cs.RO cs.AI cs.LG 62%

A Sensorimotor Perspective on Grounding the Semantic of Simple Visual Features

Alban Laflaquière

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

Comments 6 pages, 3 figures

1805.00462 2018-05-02 cs.CL cs.AI 62%

Interactive Language Acquisition with One-shot Visual Concept Learning through a Conversational Game

Haichao Zhang, Haonan Yu, Wei Xu

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

Comments ACL 2018

1804.03758 2018-04-12 cs.AI cs.LG stat.ML 62%

Universal Successor Representations for Transfer Reinforcement Learning

Chen Ma, Junfeng Wen, Yoshua Bengio

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

1802.09464 2018-03-13 cs.LG cs.AI cs.RO 62%

Multi-Goal Reinforcement Learning: Challenging Robotics Environments and Request for Research

Matthias Plappert, Marcin Andrychowicz, Alex Ray, Bob McGrew, Bowen Baker, Glenn Powell, Jonas Schneider, Josh Tobin, Maciek Chociej, Peter Welinder, Vikash Kumar, Wojciech Zaremba

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

1709.05453 2018-02-13 cs.AI cs.CL 62%

Augmenting End-to-End Dialog Systems with Commonsense Knowledge

Tom Young, Erik Cambria, Iti Chaturvedi, Minlie Huang, Hao Zhou, Subham Biswas

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

1712.09943 2018-01-10 cs.CL cs.AI cs.HC 62%

Toward Continual Learning for Conversational Agents

Sungjin Lee

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

1. Agent评测 15819 篇

Gradient Agreement as an Optimization Objective for Meta-Learning

Identification of Invariant Sensorimotor Structures as a Prerequisite for the Discovery of Objects

Investigating Enactive Learning for Autonomous Intelligent Agents

Semi-supervised Deep Reinforcement Learning in Support of IoT and Smart City Services

Grounding the Experience of a Visual Field through Sensorimotor Contingencies

ChainQueen: A Real-Time Differentiable Physical Simulator for Soft Robotics

Co-Creative Level Design via Machine Learning

Deep Bayesian Active Learning for Natural Language Processing: Results of a Large-Scale Empirical Study

Learning End-to-end Autonomous Driving using Guided Auxiliary Supervision

Diversity-Driven Selection of Exploration Strategies in Multi-Armed Bandits

Aiming to Know You Better Perhaps Makes Me a More Engaging Dialogue Partner

Improving Hearthstone AI by Combining MCTS and Supervised Learning Algorithms

Large-Scale Study of Curiosity-Driven Learning

Automatic Goal Generation for Reinforcement Learning Agents

Towards Non-Parametric Learning to Rank

Unifying Count-Based Exploration and Intrinsic Motivation

Transfer with Model Features in Reinforcement Learning

Learning Instance Segmentation by Interaction

VirtualHome: Simulating Household Activities via Programs

Agents and Devices: A Relative Definition of Agency

Reinforcement and Imitation Learning for Diverse Visuomotor Skills

An Optimal Rewiring Strategy for Reinforcement Social Learning in Cooperative Multiagent Systems

Market Self-Learning of Signals, Impact and Optimal Trading: Invisible Hand Inference with Free Energy

Leveraging human knowledge in tabular reinforcement learning: A study of human subjects

A Sensorimotor Perspective on Grounding the Semantic of Simple Visual Features

Interactive Language Acquisition with One-shot Visual Concept Learning through a Conversational Game

Universal Successor Representations for Transfer Reinforcement Learning

Multi-Goal Reinforcement Learning: Challenging Robotics Environments and Request for Research

Augmenting End-to-End Dialog Systems with Commonsense Knowledge

Toward Continual Learning for Conversational Agents