Advance multi armed bandit
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تعداد بازدید: 239
کد پروژه: 527439
شرح پروژه
پروژه کوچک در زمینه Combinatorial multi arm bandit based
تعریف الگوریتم و simulation
نیاز هاست آشنایی خوبی با داشته باشد.Advance level Computer science theory
algorithms of these papers
"Combinatorial Multi-Armed Bandit with General Reward Functions"
"Contextual Combinatorial Multi-armed Bandits with Volatile Arms and Submodular Reward"
"BUDGETED COMBINATORIAL MULTI-ARMED BANDITS"
We need these specifically step by step: IMPORTANT TO READ CAREFULLY
Defining the environment : arms: each arm has a distribution which the agent doesn't know, and some characteristics. .
Creating an Agent (algorithm) at each time stage, the agent selects a set of arms (max k number out of all N arms), then observes the rewards of the selected set.
Training .
test of Algorithm and seeing result.
. Printing graphs
After reading the papers carefully and understanding the problem we can start. Thanks
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