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On Convergence of Evolutionary Computation for Stochastic Combinatorial Optimization
Extending Rudolph's works on the convergence analysis of evolutionary computation (EC) for deterministic combinatorial optimization problems (COPs), this brief paper establishes a probability one convergence of some variants ...
A Short Note on Combining Multiple Policies in Risk-Sensitive Exponential Average Reward Markov Decision Processes
This short note presents a method of combining multiple policies in a given policy set such that the resulting policy improves all policies in the set for risk-sensitive exponential average reward Markov decision processes ...