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An RL environment and a Monte Carlo evaluation framework for Basel disclosure optimization

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Basel-Gym

Basel environment in accordance to the OpenAI Gym format to be solved with RL.

The environment seeks optimizing x, the disclosed value as a percentage of VaR, in the following equation:

grc

Environment Action Space State Space
Simple Discrete(3000) MultiDiscrete([250, 12, 8)
Complete Box(0, 3) Tuple(Discrete(250), Discrete(12), Discrete(8), Box(0, 3))

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An RL environment and a Monte Carlo evaluation framework for Basel disclosure optimization

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