NDLI: Trading memory for randomness

Content Provider	IEEE Xplore Digital Library
Author	Chatterjee, K. de Alfaro, L. Henzinger, T.A.
Copyright Year	2004
Description	Author affiliation: Dept. of Electr. Eng. & Comput. Sci., California Univ., Berkeley, CA, USA (Chatterjee, K.)
Abstract	Strategies in repeated games can be classified as to whether or not they use memory and/or randomization. We consider Markov decision processes and 2-player graph games, both of the deterministic and probabilistic varieties. We characterize when memory and/or randomization are required for winning with respect to various classes of /spl omega/-regular objectives, noting particularly when the use of memory can be traded for the use of randomization. In particular, we show that Markov decision processes allow randomized memoryless optimal strategies for all Muller objectives. Furthermore, we show that 2-player probabilistic graph games allow randomized memoryless strategies for winning with probability 1 those Muller objectives which are upward-closed. Upward-closure means that if a set a of infinitely repeating vertices is winning, then all supersets of /spl alpha/ are also winning.
Sponsorship	Fac. of Electr. Eng., Math. and Comput. Sci., Univ. of Twente R. Netherlands Acad. of Arts and Sci. Netherlands Organ. for Sci. Res. Centre for Telematics and Inf. Technol., Univ. of Twente Inst. for programming Res. and Algorithmics
Starting Page	206
Ending Page	217
File Size	665498
Page Count	12
File Format	PDF
ISBN	0769521851
DOI	10.1109/QEST.2004.1348035
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2004-09-27
Publisher Place	The Netherlands
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Control system synthesis Probability distribution Artificial intelligence
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Trading Infinite Memory for Uniform Randomness in Timed Games (2008)

Two robust long short-term memory frameworks for trading stocks.

Efficient algorithms for learning probabilistic networks

Memory-Based Learning Control

The Metaphysical Character of the Criticisms Raised Against the Use of Probability for Dealing with Uncertainty in Artificial Intelligence

Level estimation, classification and probability distribution architectures for trading the EUR/USD exchange rate

Study on Artificial Emotion Model

Flexible controlpath microarchitecture synthesis based on artificial intelligence

Beyond Reactive Systems: An Associative Memory for Sensory-Driven Intelligent Behavior

Trading memory for randomness

Similar Documents

Trading Infinite Memory for Uniform Randomness in Timed Games (2008)

Two robust long short-term memory frameworks for trading stocks.

Efficient algorithms for learning probabilistic networks

Memory-Based Learning Control

The Metaphysical Character of the Criticisms Raised Against the Use of Probability for Dealing with Uncertainty in Artificial Intelligence

Level estimation, classification and probability distribution architectures for trading the EUR/USD exchange rate

Study on Artificial Emotion Model

Flexible controlpath microarchitecture synthesis based on artificial intelligence

Beyond Reactive Systems: An Associative Memory for Sensory-Driven Intelligent Behavior

Trading memory for randomness