عنوان فارسی مقاله: سیستم های چند عاملی و یادگیری تقویتی
عنوان انگلیسی مقاله:
فهرست مطالب
Multi-agent Systems & Reinforcement Learning
What
Why
Answers
Multi-Agent Systems
The Predator/Prey (“Pursuit”) Domain
Homogeneous Non-Communicating
Heterogeneous Communicating
بخشی از مقاله
Homogeneous Non-Communicating
Issues
Reactive vs. Deliberative agents
Local vs. Global perspective
Modeling other agents’ states
How to affect others
Techniques
Reactive behaviors for formation maintenance
Local knowledge sometimes better
Recursive Modeling Method
Don’t model others – Just pay attention to reward
Stigmergy
دانلود رایگان مقاله پاورپوینت انگلیسی Multi-agent Systems & Reinforcement Learning
کلمات کلیدی:
[PDF]Reinforcement Learning in Cooperative Multi–Agent Systemshttps://www.cs.ubc.ca/~kevinlb/teaching/cs532a%20-%202006-7/.../MARL.pdfby H Ren - Cited by 179 - Related articlesHao Ren haoren@cs.ubc.ca. Abstract. Reinforcement Learning is used in cooperative multi–agent systems differently for various problems. We provide a review ...Tutorial on Multi-Agent Reinforcement Learning - Google Siteshttps://sites.google.com/site/aamas2013marltutorial/Multi-agent reinforcement learning tutorial hosted at AAMAS 2013. ... on this topic at EASSS 2004 (the European Agent Systems Summer School), ECML 2005, ...[PDF]Multiagent Reinforcement Learning: Theoretical Framework ... - Lirmmwww.lirmm.fr/~jq/Cours/3cycle/module/HuWellman98icml.pdfby J Hu - Cited by 776 - Related articlesing in multiagent systems include soccer 1 , pursuit games 14, 3 and coordination games 2 . In most of these systems, single-agent reinforcement learning.[PDF]6 Learning in Multiagent Systemswww.ukma.edu.ua/~gor/Agents/Refs/sen-weiss-MAL99.pdfby S Sen - Cited by 230 - Related articlesInstead, it introduces the reader into learning in multiagent systems and, with that, .... reinforcement learning (i.e., the feedback only specifies the utility of the ...Searches related to Multi-agent Systems & Reinforcement Learningmulti agent deep reinforcement learningmulti agent reinforcement learning an overviewmultiple agent reinforcement learninga comprehensive survey of multiagent reinforcement learningmulti agent reinforcement learning independent vs cooperative agentsmulti-agent reinforcement learning tutorialcooperative multi-agent learning: the state of the artmulti-agent machine learning a reinforcement approach pdf
