adversarial_multi_armed_bandit_variable_plays

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Deep Learningadversarial_multi_armed_bandit_variable_plays
Overview

Adversarial Multi-Armed Bandit with Variable Plays

This code is for paper:
Adversarial Online Learning with Variable Plays in the Evasion-and-Pursuit Game: Theoretical Foundations and Application in Connected and Automated Vehicle Cybersecurity
Yiyang Wang, Neda Masoud. DOI: 10.13140/RG.2.2.17253.73440/1

  • AdversarialGame.py: Run pursuit-evasion game between the two players.

  • compare.py: Compare Exp3.M-VP against Exp3, Exp3.M, UCB, and epsilon-greedy.

  • Exp3M_VP: Run Exp3M-VP algorithm with synthetic reward vectors.

For more info please contact via my email.

Check out the abstract and full paper here.

Owner
Yiyang Wang
Yiyang Wang
GitHub Repository
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