AI Agent - arXivDaily 专题

2004.12846 2020-04-29 cs.NE cs.AI cs.LG 62%

Evolving Inborn Knowledge For Fast Adaptation in Dynamic POMDP Problems

Eseoghene Ben-Iwhiwhu, Pawel Ladosz, Jeffery Dick, Wen-Hua Chen, Praveen Pilly, Andrea Soltoggio

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

Comments 9 pages. Accepted as a full paper in the Genetic and Evolutionary Computation Conference (GECCO 2020)

1909.05367 2020-04-29 cs.CL cs.LG stat.ML 62%

Learning in Text Streams: Discovery and Disambiguation of Entity and Relation Instances

Marco Maggini, Giuseppe Marra, Stefano Melacci, Andrea Zugarini

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

2004.08648 2020-04-21 cs.LG cs.AI cs.RO stat.ML 62%

Modeling Survival in model-based Reinforcement Learning

Saeed Moazami, Peggy Doerschuk

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

2004.03168 2020-04-08 cs.LG cs.AI stat.ML 62%

Trying AGAIN instead of Trying Longer: Prior Learning for Automatic Curriculum Learning

Rémy Portelas, Katja Hofmann, Pierre-Yves Oudeyer

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

Comments Accepted to the ICLR 2020 workshop Beyond tabula rasa in RL (BeTR-RL)

2004.02919 2020-04-08 cs.LG cs.AI stat.ML 62%

Uniform State Abstraction For Reinforcement Learning

John Burden, Daniel Kudenko

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

Comments 8 Pages, 2 figures, Accepted for publication in the European Conference of Artificial Intelligence (ECAI 2020)

2003.03456 2020-03-26 cs.LG cs.AI stat.ML 62%

A Farewell to Arms: Sequential Reward Maximization on a Budget with a Giving Up Option

P Sharoff, Nishant A. Mehta, Ravi Ganti

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

Comments 16 pages, AISTATS 2020

1912.10084 2020-03-10 cs.AI cs.LG 62%

SensAI+Expanse Adaptation on Human Behaviour Towards Emotional Valence Prediction

Nuno A. C. Henriques, Helder Coelho, Leonel Garcia-Marques

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

Comments Accepted as regular paper in ADAPTIVE 2020

2002.12292 2020-03-03 cs.LG cs.AI 62%

RIDE: Rewarding Impact-Driven Exploration for Procedurally-Generated Environments

Roberta Raileanu, Tim Rocktäschel

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

1906.05274 2020-03-02 cs.LG cs.AI cs.RO stat.ML 62%

Efficient Exploration via State Marginal Matching

Lisa Lee, Benjamin Eysenbach, Emilio Parisotto, Eric Xing, Sergey Levine, Ruslan Salakhutdinov

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

Comments Videos and code: https://sites.google.com/view/state-marginal-matching

2002.12174 2020-02-28 cs.LG cs.AI stat.ML 62%

Optimistic Exploration even with a Pessimistic Initialisation

Tabish Rashid, Bei Peng, Wendelin Böhmer, Shimon Whiteson

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

Comments Published as a conference paper at ICLR 2020

1910.13406 2020-02-20 cs.LG cs.AI stat.ML 62%

Generalization of Reinforcement Learners with Working and Episodic Memory

Meire Fortunato, Melissa Tan, Ryan Faulkner, Steven Hansen, Adrià Puigdomènech Badia, Gavin Buttimore, Charlie Deck, Joel Z Leibo, Charles Blundell

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

Comments NeurIPS 2019. Equal contribution of first 4 authors

Journal ref 33rd Conference on Neural Information Processing Systems (Neurips 2019)

2002.06238 2020-02-18 cs.LG cs.AI stat.ML 62%

On State Variables, Bandit Problems and POMDPs

Warren B Powell

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

2001.11274 2020-02-18 cs.LG cs.AI cs.HC cs.IR 62%

Scalable Psychological Momentum Forecasting in Esports

Alfonso White, Daniela M. Romano

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

Comments 8 pages, 8 figures

Journal ref Proceedings of Workshop SUM '20: State-based User Modelling, The 13th ACM International Conference on Web Search and Data Mining (WSDM '20), 2020

2002.06137 2020-02-17 cs.AI cs.LG 62%

RL agents Implicitly Learning Human Preferences

Nevan Wichers

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

2001.08904 2020-01-27 cs.CL cs.LG stat.ML 62%

MT-BioNER: Multi-task Learning for Biomedical Named Entity Recognition using Deep Bidirectional Transformers

Muhammad Raza Khan, Morteza Ziyadi, Mohamed AbdelHady

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

1912.12394 2020-01-17 cs.CL cs.CV cs.LG 62%

All-in-One Image-Grounded Conversational Agents

Da Ju, Kurt Shuster, Y-Lan Boureau, Jason Weston

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

1912.08578 2019-12-20 cs.LG cs.AI cs.RO 62%

Taming an autonomous surface vehicle for path following and collision avoidance using deep reinforcement learning

Eivind Meyer, Haakon Robinson, Adil Rasheed, Omer San

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

Comments 16 pages

1911.00617 2019-12-03 cs.LG cs.AI stat.ML 62%

Explicit Explore-Exploit Algorithms in Continuous State Spaces

Mikael Henaff

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

1911.13152 2019-12-02 cs.LG cs.AI cs.LO stat.ML 62%

Induction of Subgoal Automata for Reinforcement Learning

Daniel Furelos-Blanco, Mark Law, Alessandra Russo, Krysia Broda, Anders Jonsson

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

Comments Preprint accepted for publication to the 34th AAAI Conference on Artificial Intelligence (AAAI-20)

1911.12511 2019-12-02 cs.AI cs.LG 62%

Algorithmic Improvements for Deep Reinforcement Learning applied to Interactive Fiction

Vishal Jain, William Fedus, Hugo Larochelle, Doina Precup, Marc G. Bellemare

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

Comments To appear in Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20). Accepted for Oral presentation

1909.10304 2019-12-02 cs.CV cs.AI cs.LG cs.RO 62%

Where to Look Next: Unsupervised Active Visual Exploration on 360° Input

Soroush Seifi, Tinne Tuytelaars

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

Comments Oral Presentation and best Paper Award at 360 Perception and Interaction Workshop at ICCV 2019

1907.02022 2019-11-27 cs.CV cs.AI cs.CL cs.RO 62%

Chasing Ghosts: Instruction Following as Bayesian State Tracking

Peter Anderson, Ayush Shrivastava, Devi Parikh, Dhruv Batra, Stefan Lee

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

Comments NeurIPS 2019

1909.02583 2019-11-20 cs.LG cs.AI cs.CR stat.ML 62%

Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents

Xian Yeow Lee, Sambit Ghadai, Kai Liang Tan, Chinmay Hegde, Soumik Sarkar

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

Comments Version 2 with supplementary materials

1908.02047 2019-11-18 cs.AI cs.LG 62%

Age of Information-Aware Radio Resource Management in Vehicular Networks: A Proactive Deep Reinforcement Learning Perspective

Xianfu Chen, Celimuge Wu, Tao Chen, Honggang Zhang, Zhi Liu, Yan Zhang, Mehdi Bennis

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

1910.14361 2019-11-01 cs.LG cs.AI stat.ML 62%

Object-oriented state editing for HRL

Victor Bapst, Alvaro Sanchez-Gonzalez, Omar Shams, Kimberly Stachenfeld, Peter W. Battaglia, Satinder Singh, Jessica B. Hamrick

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

Comments 8 pages; accepted to the Perception as Generative Reasoning workshop of the 33rd Conference on Neural InformationProcessing Systems (NeurIPS 2019)

1711.05726 2019-10-24 stat.ML cs.AI cs.LG 62%

Markov Decision Processes with Continuous Side Information

Aditya Modi, Nan Jiang, Satinder Singh, Ambuj Tewari

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

Journal ref PMLR Volume 83: Algorithmic Learning Theory, 7-9 April 2018

1905.06424 2019-10-23 cs.LG cs.AI stat.ML 62%

Meta reinforcement learning as task inference

Jan Humplik, Alexandre Galashov, Leonard Hasenclever, Pedro A. Ortega, Yee Whye Teh, Nicolas Heess

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

1910.06315 2019-10-15 cs.CV cs.CL cs.LG 62%

Dynamic Attention Networks for Task Oriented Grounding

Soumik Dasgupta, Badri N. Patro, Vinay P. Namboodiri

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

Comments Accepted ICCV 2019 Workshop

1910.05389 2019-10-15 cs.CL cs.AI 62%

Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case Study

Ziyu Yao, Yu Su, Huan Sun, Wen-tau Yih

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

Comments 14 pages, 4 figures, accepted to EMNLP 2019

1905.13357 2019-10-10 cs.LG cs.AI stat.ML 62%

Reinforcement Learning for Mean Field Game

Mridul Agarwal, Vaneet Aggarwal, Arnob Ghosh, Nilay Tiwari

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

1. 记忆与上下文管理 4753 篇

Evolving Inborn Knowledge For Fast Adaptation in Dynamic POMDP Problems

Learning in Text Streams: Discovery and Disambiguation of Entity and Relation Instances

Modeling Survival in model-based Reinforcement Learning

Trying AGAIN instead of Trying Longer: Prior Learning for Automatic Curriculum Learning

Uniform State Abstraction For Reinforcement Learning

A Farewell to Arms: Sequential Reward Maximization on a Budget with a Giving Up Option

SensAI+Expanse Adaptation on Human Behaviour Towards Emotional Valence Prediction

RIDE: Rewarding Impact-Driven Exploration for Procedurally-Generated Environments

Efficient Exploration via State Marginal Matching

Optimistic Exploration even with a Pessimistic Initialisation

Generalization of Reinforcement Learners with Working and Episodic Memory

On State Variables, Bandit Problems and POMDPs

Scalable Psychological Momentum Forecasting in Esports

RL agents Implicitly Learning Human Preferences

MT-BioNER: Multi-task Learning for Biomedical Named Entity Recognition using Deep Bidirectional Transformers

All-in-One Image-Grounded Conversational Agents

Taming an autonomous surface vehicle for path following and collision avoidance using deep reinforcement learning

Explicit Explore-Exploit Algorithms in Continuous State Spaces

Induction of Subgoal Automata for Reinforcement Learning

Algorithmic Improvements for Deep Reinforcement Learning applied to Interactive Fiction

Where to Look Next: Unsupervised Active Visual Exploration on 360° Input

Chasing Ghosts: Instruction Following as Bayesian State Tracking

Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents

Age of Information-Aware Radio Resource Management in Vehicular Networks: A Proactive Deep Reinforcement Learning Perspective

Object-oriented state editing for HRL

Markov Decision Processes with Continuous Side Information

Meta reinforcement learning as task inference

Dynamic Attention Networks for Task Oriented Grounding

Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case Study

Reinforcement Learning for Mean Field Game