AUTOMATIC ALGORITHM DEVELOPMENT USING NEW REINFORCEMENT PROGRAMMING TECHNIQUES

Automatic Algorithm Development Using New Reinforcement Programming Techniques

ion in reinforcement learning. Artificial Intelligence, 112(1-2): 181–211. URBANOWICZ, R. J., and J. H. MOORE. 2009. Learning classifier systems: A complete introduction, review, and roadmap. Journal of Artificial Evolution and Applications, 2009. doi: 10.1155/2009/736398. WATKINS, C. J. 1989. Learning from delayed rewards. Ph.D. thesis, Cambridge University, Cambridge, UK. WHITE, S., T. R. MAR...

automatic verification of authentication protocols using genetic programming

implicit and unobserved errors and vulnerabilities issues usually arise in cryptographic protocols and especially in authentication protocols. this may enable an attacker to make serious damages to the desired system, such as having the access to or changing secret documents, interfering in bank transactions, having access to users’ accounts, or may be having the control all over the syste...

Automatic Programming of Behavior-Based Robots Using Reinforcement Learning

Automatic Abstraction in Reinforcement Learning Using Ant System Algorithm

Nowadays developing autonomous systems, which can act in various environments and interactively perform their assigned tasks, are intensively desirable. These systems would be ready to be applied in different fields such as medicine, controller robots and social life. Reinforcement learning is an attractive area of machine learning which addresses these concerns. In large scales, learning perfo...

Automatic sound synthesizer programming : techniques and applications

The aim of this thesis is to investigate techniques for, and applications of automatic sound synthesizer programming. An automatic sound synthesizer programmer is a system which removes the requirement to explicitly specify parameter settings for a sound synthesis algorithm from the user. Two forms of these systems are discussed in this thesis: tone matching programmers and synthesis space expl...