AI Agent - arXivDaily 专题

2107.14702 2021-11-02 cs.GT cs.LG stat.ML 57%

Towards General Function Approximation in Zero-Sum Markov Games

Baihe Huang, Jason D. Lee, Zhaoran Wang, Zhuoran Yang

专题命中记忆与上下文管理：agent(abstract)；分类 cs.LG

2008.00511 2021-11-02 cs.LG stat.ML 57%

Curriculum Learning with a Progression Function

Andrea Bassich, Francesco Foglino, Matteo Leonetti, Daniel Kudenko

专题命中记忆与上下文管理：agent(abstract)；分类 cs.LG

2010.11660 2021-11-01 cs.LG 57%

Detecting Rewards Deterioration in Episodic Reinforcement Learning

Ido Greenberg, Shie Mannor

专题命中记忆与上下文管理：agent(abstract)；分类 cs.LG

Comments ICML 2021

2110.15097 2021-10-29 cs.LG cs.IR 57%

Choosing the Best of Both Worlds: Diverse and Novel Recommendations through Multi-Objective Reinforcement Learning

Dusan Stamenkovic, Alexandros Karatzoglou, Ioannis Arapakis, Xin Xin, Kleomenis Katevas

专题命中记忆与上下文管理：agent(abstract)；分类 cs.LG

Comments 9 pages, 4 figures, Proc. ACM WSDM, 2022 In Proceedings of the 15th ACM International Conference on Web Search and Data Mining (WSDM '22), February 21-25, 2022, Phoenix, Arizona

2110.11737 2021-10-25 cs.AI cs.MA 57%

Measuring the Non-Transitivity in Chess

Ricky Sanjaya, Jun Wang, Yaodong Yang

专题命中记忆与上下文管理：AI agent(abstract)；分类 cs.AI

2110.11106 2021-10-22 cs.CV cs.LG 57%

Reinforcement Learning Based Optimal Camera Placement for Depth Observation of Indoor Scenes

Yichuan Chen, Manabu Tsukada, Hiroshi Esaki

专题命中记忆与上下文管理：agent(abstract)；分类 cs.LG

Comments Accepted to IEEE International Conference on Networking, Sensing and Control (ICNSC) 2021

2110.10905 2021-10-22 cs.RO cs.AI 57%

Efficient Robotic Manipulation Through Offline-to-Online Reinforcement Learning and Goal-Aware State Information

Jin Li, Xianyuan Zhan, Zixu Xiao, Guyue Zhou

专题命中记忆与上下文管理：agent(abstract)；分类 cs.AI

2009.00919 2021-10-20 cs.CV cs.AI 57%

Continual Prototype Evolution: Learning Online from Non-Stationary Data Streams

Matthias De Lange, Tinne Tuytelaars

专题命中记忆与上下文管理：agent(abstract)；分类 cs.AI

Comments 10 pages, code publicly available

Journal ref Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2021, pp. 8250-8259

2110.08032 2021-10-18 cs.CL 57%

UniDS: A Unified Dialogue System for Chit-Chat and Task-oriented Dialogues

Xinyan Zhao, Bin He, Yasheng Wang, Yitong Li, Fei Mi, Yajiao Liu, Xin Jiang, Qun Liu, Huanhuan Chen

专题命中记忆与上下文管理：agent(abstract)；分类 cs.CL

2010.03655 2021-10-05 quant-ph cond-mat.quant-gas cs.LG physics.comp-ph 57%

Reinforcement Learning for Many-Body Ground-State Preparation Inspired by Counterdiabatic Driving

Jiahao Yao, Lin Lin, Marin Bukov

专题命中记忆与上下文管理：agent(abstract)；分类 cs.LG

Journal ref Phys. Rev. X 11, 031070 (2021)

2109.12691 2021-09-28 cs.AI 57%

Applying supervised and reinforcement learning methods to create neural-network-based agents for playing StarCraft II

Michał Opanowicz

专题命中记忆与上下文管理：agent(abstract)；分类 cs.AI

2104.06506 2021-09-28 cs.RO cs.LG 57%

SAINT-ACC: Safety-Aware Intelligent Adaptive Cruise Control for Autonomous Vehicles Using Deep Reinforcement Learning

Lokesh Das, Myounggyu Won

专题命中记忆与上下文管理：agent(abstract)；分类 cs.LG

Comments Accepted for publication in ICML, 2021

Journal ref Proceedings of the 38th International Conference on Machine Learning (2021) 2445-2455

1910.01738 2021-09-28 cs.LG cs.RO stat.ML 57%

State Representation Learning from Demonstration

Astrid Merckling, Alexandre Coninx, Loic Cressot, Stéphane Doncieux, Nicolas Perrin-Gilbert

专题命中记忆与上下文管理：agent(abstract)；分类 cs.LG

Comments Published as a conference paper at LOD 2020

2109.09504 2021-09-21 eess.SP cs.LG 57%

The Devil Is in the Details: An Efficient Convolutional Neural Network for Transport Mode Detection

Hugues Moreau, Andréa Vassilev, Liming Chen

专题命中记忆与上下文管理：planning(abstract)；分类 cs.LG

Comments 13 pages, 5 figures, 6 tables. Published in IEEE Transactions on Intelligent Transportation Systems

Journal ref IEEE Transactions on Intelligent Transportation Systems, 2021

2109.05042 2021-09-14 cs.CL 57%

Reference-Centric Models for Grounded Collaborative Dialogue

Daniel Fried, Justin T. Chiu, Dan Klein

专题命中记忆与上下文管理：agent(abstract)；分类 cs.CL

Comments EMNLP 2021

2109.03202 2021-09-08 cs.AI 57%

On the impact of MDP design for Reinforcement Learning agents in Resource Management

Renato Luiz de Freitas Cunha, Luiz Chaimowicz

专题命中记忆与上下文管理：agent(abstract)；分类 cs.AI

Comments 15 pages, 6 figures. Accepted for publication at BRACIS 2021

2109.02178 2021-09-07 q-bio.QM cs.LG 57%

A Critical Review of the state-of-the-art on Deep Neural Networks for Blood Glucose Prediction in Patients with Diabetes

Felix Tena, Oscar Garnica, Juan Lanchares, J. Ignacio Hidalgo

专题命中记忆与上下文管理：workflow(abstract)；分类 cs.LG

Comments 17 pages, 20 figures and 16 tables

2109.00077 2021-09-02 cs.CL 57%

Interactive Machine Comprehension with Dynamic Knowledge Graphs

Xingdi Yuan

专题命中记忆与上下文管理：agent(abstract)；分类 cs.CL

Comments Accepted at EMNLP 2021

2108.12198 2021-08-30 cs.NI cs.LG cs.SY eess.SY 57%

Deep Reinforcement Learning for Wireless Resource Allocation Using Buffer State Information

Eike-Manuel Bansbach, Victor Eliachevitch, Laurent Schmalen

专题命中记忆与上下文管理：agent(abstract)；分类 cs.LG

Comments accepted for publication at GLOBECOM 2021

2106.09701 2021-08-20 cs.CV cs.LG 57%

Always Be Dreaming: A New Approach for Data-Free Class-Incremental Learning

James Smith, Yen-Chang Hsu, Jonathan Balloch, Yilin Shen, Hongxia Jin, Zsolt Kira

专题命中记忆与上下文管理：agent(abstract)；分类 cs.LG

Comments Accepted by the 2021 International Conference on Computer Vision (ICCV 2021)

2108.04523 2021-08-11 cs.FL cs.LO cs.MA cs.SE cs.SY eess.SY 57%

Decentralized Observation of Discrete-Event Systems: At Least One Can Tell

Stavros Tripakis, Karen Rudie

专题命中记忆与上下文管理：agent(abstract)；分类 cs.SE

2108.02628 2021-08-06 cs.LG 57%

A New State-of-the-Art Transformers-Based Load Forecaster on the Smart Grid Domain

Andre Luiz Farias Novaes, Rui Alexandre de Matos Araujo, Jose Figueiredo, Lucas Aguiar Pavanelli

专题命中记忆与上下文管理：planning(abstract)；分类 cs.LG

2010.08052 2021-08-03 cs.RO cs.AI 57%

A Learning Approach to Robot-Agnostic Force-Guided High Precision Assembly

Jieliang Luo, Hui Li

专题命中记忆与上下文管理：agent(abstract)；分类 cs.AI

Comments 7 pages, 6 figures; accepted to IROS 2021

2107.14345 2021-08-02 cs.RO cs.HC cs.LG 57%

Modeling User Empathy Elicited by a Robot Storyteller

Leena Mathur, Micol Spitale, Hao Xi, Jieyun Li, Maja J Matarić

专题命中记忆与上下文管理：agent(abstract)；分类 cs.LG

Comments Accepted for publication and oral presentation at the International Conference on Affective Computing and Intelligent Interaction (ACII 2021)

2107.11587 2021-07-27 cs.LG 57%

Model-based micro-data reinforcement learning: what are the crucial model properties and which model to choose?

Balázs Kégl, Gabriel Hurtado, Albert Thomas

专题命中记忆与上下文管理：agent(abstract)；分类 cs.LG

Comments Published at International Conference on Learning Representations, 2021: https://openreview.net/forum?id=p5uylG94S68

2104.01066 2021-07-21 cs.SI cs.AI cs.MA cs.SY eess.SY 57%

An active inference model of collective intelligence

Rafael Kaufmann, Pranav Gupta, Jacob Taylor

专题命中记忆与上下文管理：agent(abstract)；分类 cs.AI

Comments 32 pages, 10 figures, manuscript under review

2107.07031 2021-07-16 cs.AI 57%

Experimental Evidence that Empowerment May Drive Exploration in Sparse-Reward Environments

Francesco Massari, Martin Biehl, Lisa Meeden, Ryota Kanai

专题命中记忆与上下文管理：agent(abstract)；分类 cs.AI

Comments 6 pages, 3 figures, to be published in proceedings of the International Conference on Development and Learning 2021

2003.08938 2021-07-15 cs.LG stat.ML 57%

Robust Deep Reinforcement Learning against Adversarial Perturbations on State Observations

Huan Zhang, Hongge Chen, Chaowei Xiao, Bo Li, Mingyan Liu, Duane Boning, Cho-Jui Hsieh

专题命中记忆与上下文管理：agent(abstract)；分类 cs.LG

Comments Huan Zhang and Hongge Chen contributed equally

Journal ref Advances in Neural Information Processing Systems 33 (2020): 21024-21037

2009.06117 2021-07-14 cs.GT cs.CC cs.LG cs.MA econ.TH 57%

The Platform Design Problem

Christos Papadimitriou, Kiran Vodrahalli, Mihalis Yannakakis

专题命中记忆与上下文管理：agent(abstract)；分类 cs.LG

Comments updated with more results

2106.12194 2021-07-06 cs.RO cs.LG 57%

Uncertainty-Aware Model-Based Reinforcement Learning with Application to Autonomous Driving

Jingda Wu, Zhiyu Huang, Chen Lv

专题命中记忆与上下文管理：agent(abstract)；分类 cs.LG

1. 记忆与上下文管理 4758 篇

Towards General Function Approximation in Zero-Sum Markov Games

Curriculum Learning with a Progression Function

Detecting Rewards Deterioration in Episodic Reinforcement Learning

Choosing the Best of Both Worlds: Diverse and Novel Recommendations through Multi-Objective Reinforcement Learning

Measuring the Non-Transitivity in Chess

Reinforcement Learning Based Optimal Camera Placement for Depth Observation of Indoor Scenes

Efficient Robotic Manipulation Through Offline-to-Online Reinforcement Learning and Goal-Aware State Information

Continual Prototype Evolution: Learning Online from Non-Stationary Data Streams

UniDS: A Unified Dialogue System for Chit-Chat and Task-oriented Dialogues

Reinforcement Learning for Many-Body Ground-State Preparation Inspired by Counterdiabatic Driving

Applying supervised and reinforcement learning methods to create neural-network-based agents for playing StarCraft II

SAINT-ACC: Safety-Aware Intelligent Adaptive Cruise Control for Autonomous Vehicles Using Deep Reinforcement Learning

State Representation Learning from Demonstration

The Devil Is in the Details: An Efficient Convolutional Neural Network for Transport Mode Detection

Reference-Centric Models for Grounded Collaborative Dialogue

On the impact of MDP design for Reinforcement Learning agents in Resource Management

A Critical Review of the state-of-the-art on Deep Neural Networks for Blood Glucose Prediction in Patients with Diabetes

Interactive Machine Comprehension with Dynamic Knowledge Graphs

Deep Reinforcement Learning for Wireless Resource Allocation Using Buffer State Information

Always Be Dreaming: A New Approach for Data-Free Class-Incremental Learning

Decentralized Observation of Discrete-Event Systems: At Least One Can Tell

A New State-of-the-Art Transformers-Based Load Forecaster on the Smart Grid Domain

A Learning Approach to Robot-Agnostic Force-Guided High Precision Assembly

Modeling User Empathy Elicited by a Robot Storyteller

Model-based micro-data reinforcement learning: what are the crucial model properties and which model to choose?

An active inference model of collective intelligence

Experimental Evidence that Empowerment May Drive Exploration in Sparse-Reward Environments

Robust Deep Reinforcement Learning against Adversarial Perturbations on State Observations

The Platform Design Problem

Uncertainty-Aware Model-Based Reinforcement Learning with Application to Autonomous Driving