Multi Arm Bandit Agent

Multi Arm Bandit Agent – Adaptive Learning & Decision Engine

An advanced trading system powered by a multi-arm bandit algorithm that continuously learns and adapts to market conditions. The agent optimizes trade execution, sizing, and decision-making in real time based on performance feedback.

https://rinfinity.com/en/welcome-bonus?a=xnusq

Decision Logic:

  • Uses UCB formula: exploit + explore where exploration = C * sqrt(log(totalPulls + 1) / armPulls)
  • Context-based priors guide decisions using historical performance
  • STRONG arm activates only after sufficient contextual validation
  • HOLD action is penalized to encourage execution in favorable conditions

The system dynamically evolves its strategy per market context, delivering stable, data-driven trading behavior with improved consistency in this latest version.


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