reward model exploitation

Exploitation (in reinforcement learning)

Exploitation is the use of the best-known action based on current knowledge. In reinforcement learning, it means that an agent chooses the option that currently seems most rewarding, instead of ...

Exploitation is the use of the best-known action based on current knowledge. In reinforcement learning, it means that an agent chooses the option that currently seems most rewarding, instead of Read article →

Reward hacking

Reward hacking is a situation where a model learns to optimise the reward signal while missing the real purpose of the task. The system technically does what it is rewarded ...

Reward hacking is a situation where a model learns to optimise the reward signal while missing the real purpose of the task. The system technically does what it is rewarded Read article →

Who am I?

Hi, my name is Michal Krčmář. I am digital entrepreneur currently based in Prague (Czechia). I’ve been working on websites and delivering online marketing campaigns as a commercially-focused freelancer since 2006 for big prestigious brands, worked in-house for many years as consultant, manager or director and run several own startups. I founded/co-founded several companies with annual turnaround around 10+ mio USD. When I am not actually working on my business I try to constantly pass on my broad experience through seminars and online training, I also organize company trainings and workshops.

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