AI Agent

Using real-time cluster configurations of streaming asynchronous features as online state descriptors in financial markets

Dieter Hendricks

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

Comments 19 pages, 6 figures, 3 tables, under review at Pattern Recognition Letters

Designing Neural Network Architectures using Reinforcement Learning

Bowen Baker, Otkrist Gupta, Nikhil Naik, Ramesh Raskar

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

Neural Episodic Control

Alexander Pritzel, Benigno Uria, Sriram Srinivasan, Adrià Puigdomènech, Oriol Vinyals, Demis Hassabis, Daan Wierstra, Charles Blundell

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

The Value of Inferring the Internal State of Traffic Participants for Autonomous Freeway Driving

Zachary Sunberg, Christopher Ho, Mykel Kochenderfer

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

A Simulation Tool for tccp Programs

María-del-Mar Gallardo, Leticia Lavado, Laura Panizo

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

Comments In Proceedings WLP'15/'16/WFLP'16, arXiv:1701.00148

Journal ref EPTCS 234, 2017, pp. 120-134

Reinforcement Learning with Unsupervised Auxiliary Tasks

Max Jaderberg, Volodymyr Mnih, Wojciech Marian Czarnecki, Tom Schaul, Joel Z Leibo, David Silver, Koray Kavukcuoglu

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

Activity Networks with Delays An application to toxicity analysis

Franck Delaplace, Cinzia Di Giusto, Jean-Louis Giavitto, Hanna Klaudel

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

Memory shapes time perception and intertemporal choices

Pedro A. Ortega, Naftali Tishby

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

Comments 24 pages, 4 figures, 2 tables. Submitted

Using Enthymemes to Fill the Gap between Logical Argumentation and Revision of Abstract Argumentation Frameworks

Jean-Guy Mailly

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

Feature Selection as a Multiagent Coordination Problem

Kleanthis Malialis, Jun Wang, Gary Brooks, George Frangou

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

Comments AAMAS-16 Workshop on Adaptive and Learning Agents (ALA-16)

Memory-based control with recurrent neural networks

Nicolas Heess, Jonathan J Hunt, Timothy P Lillicrap, David Silver

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

Comments NIPS Deep Reinforcement Learning Workshop 2015

Using PCA to Efficiently Represent State Spaces

William Curran, Tim Brys, Matthew Taylor, William Smart

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

Emergence-focused design in complex system simulation

Chris Marriott, Jobran Chebib

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

Comments European Conference on Artificial Life 2015 - York, UK

A Definition of Happiness for Reinforcement Learning Agents

Mayank Daswani, Jan Leike

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

Comments AGI 2015

Projective simulation for classical learning agents: a comprehensive investigation

Julian Mautner, Adi Makmal, Daniel Manzano, Markus Tiersch, Hans J. Briegel

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

Comments Accepted for publication in New Generation Computing. 23 pages, 23 figures

Journal ref New Generation Computing 33(1), 69-114 (2015)

Online discrete optimization in social networks in the presence of Knightian uncertainty

Maxim Raginsky, Angelia Nedić

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

Comments 33 pages

Generic construction of scale-invariantly coarse grained memory

Karthik H. Shankar

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

Journal ref Lecture Notes in Artificial Intelligence, vol: 8955, pp: 175-184, 2015

Cause, Responsibility, and Blame: oA Structural-Model Approach

Joseph Y. Halpern

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

Comments To appear, Law, Probability, and Risk

Verification of Relational Multiagent Systems with Data Types (Extended Version)

Diego Calvanese, Giorgio Delzanno, Marco Montali

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

Lifeworld Analysis

P. Agre, I. Horswill

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

Comments See http://www.jair.org/ for any accompanying files

Journal ref Journal of Artificial Intelligence Research, Vol 6, (1997), 111-145

Reinforcement Learning: A Survey

L. P. Kaelbling, M. L. Littman, A. W. Moore

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

Comments See http://www.jair.org/ for any accompanying files

Journal ref Journal of Artificial Intelligence Research, Vol 4, (1996), 237-285

Learning classifier systems with memory condition to solve non-Markov problems

Zhaoxiang Zang, Dehua Li, Junying Wang

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

Comments 34 pages, 15 figures, 1 table

Risk Dynamics in Trade Networks

Rafael M. Frongillo, Mark D. Reid

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

State of the Practice in Software Effort Estimation: A Survey and Literature Review

Adam Trendowicz, Jürgen Münch, Ross Jeffery

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

Comments 14 pages. The final publication is available at http://link.springer.com/chapter/10.1007/978-3-642-22386-0_18

Journal ref Software Engineering Techniques, Proceedings of the 3rd IFIP TC2 Central and Eastern European Conference on Software Engineering Techniques (CEE-SET 2008), pages 232-245, 2008

Evidence and plausibility in neighborhood structures

Johan van Benthem, David Fernández-Duque, Eric Pacuit

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

Optimal Regret Bounds for Selecting the State Representation in Reinforcement Learning

Odalric-Ambrym Maillard, Phuong Nguyen, Ronald Ortner, Daniil Ryabko

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

Journal ref In Proceedings of ICML, JMLR W&CP 28(1):543-551, 2013

A Qualitative Markov Assumption and its Implications for Belief Change

Nir Friedman, Joseph Y. Halpern

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

Comments Appears in Proceedings of the Twelfth Conference on Uncertainty in Artificial Intelligence (UAI1996)

A Possibilistic Model for Qualitative Sequential Decision Problems under Uncertainty in Partially Observable Environments

Regis Sabbadin

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

Comments Appears in Proceedings of the Fifteenth Conference on Uncertainty in Artificial Intelligence (UAI1999)

Isoelastic Agents and Wealth Updates in Machine Learning Markets

Amos Storkey, Jono Millin, Krzysztof Geras

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

Comments Appears in Proceedings of the 29th International Conference on Machine Learning (ICML 2012)

Metrics for Markov Decision Processes with Infinite State Spaces

Norman Ferns, Prakash Panangaden, Doina Precup

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

Comments Appears in Proceedings of the Twenty-First Conference on Uncertainty in Artificial Intelligence (UAI2005)