New PDF release: Multi-Agent Machine Learning: A Reinforcement Approach
By H. M. Schwartz
The ebook starts with a bankruptcy on conventional equipment of supervised studying, protecting recursive least squares studying, suggest sq. mistakes tools, and stochastic approximation. bankruptcy 2 covers unmarried agent reinforcement studying. subject matters comprise studying price services, Markov video games, and TD studying with eligibility lines. bankruptcy three discusses participant video games together with participant matrix video games with either natural and combined concepts. a number of algorithms and examples are offered. bankruptcy four covers studying in multi-player video games, stochastic video games, and Markov video games, concentrating on studying multi-player grid games—two participant grid video games, Q-learning, and Nash Q-learning. bankruptcy five discusses differential video games, together with multi participant differential video games, actor critique constitution, adaptive fuzzy keep an eye on and fuzzy interference platforms, the evader pursuit video game, and the protecting a territory video games. bankruptcy 6 discusses new rules on studying inside of robot swarms and the cutting edge thought of the evolution of character traits.
• Framework for knowing various tools and techniques in multi-agent laptop learning.
• Discusses equipment of reinforcement studying comparable to a couple of kinds of multi-agent Q-learning
• Applicable to analyze professors and graduate scholars learning electric and machine engineering, computing device technological know-how, and mechanical and aerospace engineering
Read Online or Download Multi-Agent Machine Learning: A Reinforcement Approach PDF
Similar game theory books
Download e-book for kindle: Game Theory and Learning for Wireless Networks: Fundamentals by Samson Lasaulce,Hamidou Tembine
Written via prime specialists within the box, online game idea and studying for instant Networks Covers how conception can be utilized to resolve normal difficulties in instant networks corresponding to strength keep an eye on, source allocation or medium entry keep an eye on. With the emphasis now on selling ‘green’ strategies within the instant box the place strength intake is minimized, there's an extra specialize in constructing community ideas that maximizes using the spectrum to be had.
Download e-book for iPad: Foundations of Mathematical and Computational Economics by Kamran Dadkhah
This can be a booklet at the fundamentals of arithmetic and computation and their makes use of in economics for contemporary day scholars and practitioners. The reader is brought to the fundamentals of numerical research in addition to using desktop courses akin to Matlab and Excel in conducting concerned computations. Sections are dedicated to using Maple in mathematical research.
Get Game Theory:A Nontechnical Introduction to the Analysis of PDF
The target of the 3rd variation of video game idea: A Nontechnical advent to the research of process is to introduce the information of video game thought in a manner that's approachable, intuitive, and interdisciplinary. counting on the Karplus studying Cycle, the e-book is meant to educate via instance. Noncooperative equilibrium ideas similar to Nash equilibrium play the significant function.
Sunspots and Non-Linear Dynamics: Essays in Honor of - download pdf or read online
This e-book provides the state of the art in non-linear dynamics and sunspots. those subject matters were the center of a world convention on instability and public regulations in a globalized global, prepared at Aix-Marseille university of Economics and GREQAM in honor of Jean-Michel Grandmont. He has made major contributions on basic equilibrium conception, financial concept, studying, aggregation, non-linear dynamics and sunspots.
- Theories of Imperfectly Competitive Markets
- Current Topics in Quantitative Finance (Contributions to Management Science)
- Handbook of Financial Engineering: 18 (Springer Optimization and Its Applications)
- Theory of Games and Economic Behavior (Princeton Classic Editions)
- Recursions for Convolutions and Compound Distributions with Insurance Applications (EAA Series)
- Principles of Optimal Design: Modeling and Computation
Additional info for Multi-Agent Machine Learning: A Reinforcement Approach
Multi-Agent Machine Learning: A Reinforcement Approach by H. M. Schwartz