AI Agent - arXivDaily 专题

2102.09370 2021-02-19 cs.HC cs.AI cs.LG 62%

A Study on the Manifestation of Trust in Speech

Lara Gauder, Leonardo Pepino, Pablo Riera, Silvina Brussino, Jazmín Vidal, Agustín Gravano, Luciana Ferrer

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

Comments arXiv admin note: text overlap with arXiv:2007.15711, arXiv:2006.05977

2102.08072 2021-02-17 cs.LG cs.AI cs.RO cs.SY eess.SY 62%

Steadily Learn to Drive with Virtual Memory

Yuhang Zhang, Yao Mu, Yujie Yang, Yang Guan, Shengbo Eben Li, Qi Sun, Jianyu Chen

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

Comments Submitted to the 32nd IEEE Intelligent Vehicles Symposium

1907.10247 2021-02-16 cs.LG cs.AI stat.ML 62%

Memory Based Trajectory-conditioned Policies for Learning from Sparse Rewards

Yijie Guo, Jongwook Choi, Marcin Moczulski, Shengyu Feng, Samy Bengio, Mohammad Norouzi, Honglak Lee

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

2102.03719 2021-02-09 cs.LG cs.AI 62%

State-Aware Variational Thompson Sampling for Deep Q-Networks

Siddharth Aravindan, Wee Sun Lee

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

2007.01839 2021-02-09 cs.LG cs.AI stat.ML 62%

Expected Eligibility Traces

Hado van Hasselt, Sephora Madjiheurem, Matteo Hessel, David Silver, André Barreto, Diana Borsa

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

Comments AAAI, distinguished paper award

1912.12719 2021-02-04 cs.LG cs.AI cs.NE stat.ML 62%

Augmented Replay Memory in Reinforcement Learning With Continuous Control

Mirza Ramicic, Andrea Bonarini

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

Journal ref IEEE Transactions on Cognitive and Developmental Systems (2021) 1-12

2101.08452 2021-01-22 cs.LG cs.AI stat.ML 62%

Robust Reinforcement Learning on State Observations with Learned Optimal Adversary

Huan Zhang, Hongge Chen, Duane Boning, Cho-Jui Hsieh

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

Comments Accepted by ICLR 2021. Huan Zhang and Hongge Chen contributed equally

2101.04454 2021-01-21 cs.LG cs.AI 62%

Learning Intuitive Physics with Multimodal Generative Models

Sahand Rezaei-Shoshtari, Francois Robert Hogan, Michael Jenkin, David Meger, Gregory Dudek

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

Comments AAAI 2021

2101.06162 2021-01-18 cs.LG cs.AI cs.CV 62%

Learning Invariant Representation for Continual Learning

Ghada Sokar, Decebal Constantin Mocanu, Mykola Pechenizkiy

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

Comments Accepted at the AAAI Meta-Learning for Computer Vision Workshop (2021)

2011.06631 2021-01-14 cs.LG cs.AI 62%

Steady State Analysis of Episodic Reinforcement Learning

Huang Bojun

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

Comments NeurIPS 2020

2010.13957 2021-01-12 cs.LG cs.AI cs.CV cs.RO 62%

MELD: Meta-Reinforcement Learning from Images via Latent State Models

Tony Z. Zhao, Anusha Nagabandi, Kate Rakelly, Chelsea Finn, Sergey Levine

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

Comments Accepted to CoRL 2020. Supplementary material at https://sites.google.com/view/meld-lsm/home . 16 pages, 19 figures. V2: add funding acknowledgements, reduce file size

2011.03168 2021-01-05 cs.LG cs.AI cs.RO cs.SY eess.SY math.OC 62%

Neural Stochastic Contraction Metrics for Learning-based Control and Estimation

Hiroyasu Tsukamoto, Soon-Jo Chung, Jean-Jacques E. Slotine

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

Comments IEEE CONTROL SYSTEMS LETTERS (L-CSS), preprint version, accepted Dec. 2020 (DOI: 10.1109/LCSYS.2020.3046529). https://ieeexplore.ieee.org/document/9302618

2005.14259 2020-12-30 eess.SP cs.AI cs.LG 62%

Intelligent Residential Energy Management System using Deep Reinforcement Learning

Alwyn Mathew, Abhijit Roy, Jimson Mathew

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

2012.08621 2020-12-17 cs.LG cs.AI stat.ML 62%

BeBold: Exploration Beyond the Boundary of Explored Regions

Tianjun Zhang, Huazhe Xu, Xiaolong Wang, Yi Wu, Kurt Keutzer, Joseph E. Gonzalez, Yuandong Tian

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

2012.02757 2020-12-07 cs.AI cs.CL 62%

Playing Text-Based Games with Common Sense

Sahith Dambekodi, Spencer Frazier, Prithviraj Ammanabrolu, Mark O. Riedl

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

2006.04361 2020-11-20 eess.SY cs.AI cs.LG cs.RO cs.SY math.OC 62%

Neural Contraction Metrics for Robust Estimation and Control: A Convex Optimization Approach

Hiroyasu Tsukamoto, Soon-Jo Chung

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

Comments IEEE Control Systems Letters (L-CSS). Preprint version, accepted June 2020

Journal ref IEEE Control Systems Letters, vol. 5, no. 1, pp. 211-216, Jan. 2021

2011.03506 2020-11-09 cs.LG cs.AI 62%

The Value Equivalence Principle for Model-Based Reinforcement Learning

Christopher Grimm, André Barreto, Satinder Singh, David Silver

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

Comments NeurIPS-2020

2006.09786 2020-11-04 cs.RO cs.AI cs.LG 62%

Reinforcement Learning with Uncertainty Estimation for Tactical Decision-Making in Intersections

Carl-Johan Hoel, Tommy Tram, Jonas Sjöberg

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

Journal ref IEEE Intelligent Transportation Systems Conference (ITSC), 2020, pp. 318-324

2010.16324 2020-11-02 cs.CL cs.LG 62%

Topic-Preserving Synthetic News Generation: An Adversarial Deep Reinforcement Learning Approach

Ahmadreza Mosallanezhad, Kai Shu, Huan Liu

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

Comments 10 pages, under review

2002.07911 2020-10-28 cs.LG cs.AI cs.RO stat.ML 62%

Generating Automatic Curricula via Self-Supervised Active Domain Randomization

Sharath Chandra Raparthy, Bhairav Mehta, Florian Golemo, Liam Paull

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

2006.12484 2020-10-27 cs.LG cs.AI math.OC stat.ML 62%

Sample-Efficient Reinforcement Learning of Undercomplete POMDPs

Chi Jin, Sham M. Kakade, Akshay Krishnamurthy, Qinghua Liu

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

Comments To appear at NeurIPS 2020 as spotlight

2004.11812 2020-10-26 cs.LG cs.AI stat.ML 62%

Self-Paced Deep Reinforcement Learning

Pascal Klink, Carlo D'Eramo, Jan Peters, Joni Pajarinen

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

2010.11223 2020-10-23 cs.AI cs.LG cs.NE 62%

Meta-trained agents implement Bayes-optimal agents

Vladimir Mikulik, Grégoire Delétang, Tom McGrath, Tim Genewein, Miljan Martic, Shane Legg, Pedro A. Ortega

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

Comments Published at 34th Conference on Neural Information Processing Systems (NeurIPS 2020), Vancouver, Canada

2010.08497 2020-10-19 cs.LG cs.AI q-fin.MF 62%

AAMDRL: Augmented Asset Management with Deep Reinforcement Learning

Eric Benhamou, David Saltiel, Sandrine Ungari, Abhishek Mukhopadhyay, Jamal Atif

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

Comments 9 pages, 7 figures. arXiv admin note: substantial text overlap with arXiv:2009.14136

2009.01719 2020-10-15 cs.CL cs.AI 62%

Grounded Language Learning Fast and Slow

Felix Hill, Olivier Tieleman, Tamara von Glehn, Nathaniel Wong, Hamza Merzic, Stephen Clark

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

2010.02260 2020-10-07 cs.CL cs.AI 62%

Effects of Naturalistic Variation in Goal-Oriented Dialog

Jatin Ganhotra, Robert Moore, Sachindra Joshi, Kahini Wadhawan

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

Comments Findings of EMNLP 2020. The updated datasets are available at: https://github.com/IBM/naturalistic-variation-goal-oriented-dialog-datasets

2010.01753 2020-10-06 cs.LG cs.AI 62%

The act of remembering: a study in partially observable reinforcement learning

Rodrigo Toro Icarte, Richard Valenzano, Toryn Q. Klassen, Phillip Christoffersen, Amir-massoud Farahmand, Sheila A. McIlraith

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

2009.11896 2020-09-28 cs.LG cs.CL stat.ML 62%

Bootstrapped Q-learning with Context Relevant Observation Pruning to Generalize in Text-based Games

Subhajit Chaudhury, Daiki Kimura, Kartik Talamadupula, Michiaki Tatsubori, Asim Munawar, Ryuki Tachibana

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

Comments Accepted to EMNLP 2020

2009.11348 2020-09-25 cs.LG cs.AI cs.SY eess.SY stat.ML 62%

A Sample-Efficient Algorithm for Episodic Finite-Horizon MDP with Constraints

Krishna C. Kalagarla, Rahul Jain, Pierluigi Nuzzo

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

1605.05365 2020-09-23 cs.LG cs.AI cs.NE 62%

Dynamic Frame skip Deep Q Network

Aravind Srinivas, Sahil Sharma, Balaraman Ravindran

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

Comments IJCAI 2016 Workshop on Deep Reinforcement Learning: Frontiers and Challenges; 6 pages, 8 figures

1. 记忆与上下文管理 4753 篇

A Study on the Manifestation of Trust in Speech

Steadily Learn to Drive with Virtual Memory

Memory Based Trajectory-conditioned Policies for Learning from Sparse Rewards

State-Aware Variational Thompson Sampling for Deep Q-Networks

Expected Eligibility Traces

Augmented Replay Memory in Reinforcement Learning With Continuous Control

Robust Reinforcement Learning on State Observations with Learned Optimal Adversary

Learning Intuitive Physics with Multimodal Generative Models

Learning Invariant Representation for Continual Learning

Steady State Analysis of Episodic Reinforcement Learning

MELD: Meta-Reinforcement Learning from Images via Latent State Models

Neural Stochastic Contraction Metrics for Learning-based Control and Estimation

Intelligent Residential Energy Management System using Deep Reinforcement Learning

BeBold: Exploration Beyond the Boundary of Explored Regions

Playing Text-Based Games with Common Sense

Neural Contraction Metrics for Robust Estimation and Control: A Convex Optimization Approach

The Value Equivalence Principle for Model-Based Reinforcement Learning

Reinforcement Learning with Uncertainty Estimation for Tactical Decision-Making in Intersections

Topic-Preserving Synthetic News Generation: An Adversarial Deep Reinforcement Learning Approach

Generating Automatic Curricula via Self-Supervised Active Domain Randomization

Sample-Efficient Reinforcement Learning of Undercomplete POMDPs

Self-Paced Deep Reinforcement Learning

Meta-trained agents implement Bayes-optimal agents

AAMDRL: Augmented Asset Management with Deep Reinforcement Learning

Grounded Language Learning Fast and Slow

Effects of Naturalistic Variation in Goal-Oriented Dialog

The act of remembering: a study in partially observable reinforcement learning

Bootstrapped Q-learning with Context Relevant Observation Pruning to Generalize in Text-based Games

A Sample-Efficient Algorithm for Episodic Finite-Horizon MDP with Constraints

Dynamic Frame skip Deep Q Network