With optimization, I’m always concerned with the interactions of multiple agents, are there any ways in this system that two or more agents could form cartels and increase each others agency. I see this happen with some reinforcement learning models where if some edge cases aren’t covered, then they will just mine each other for easy points thanks to how we set up the reward function.
With optimization, I’m always concerned with the interactions of multiple agents, are there any ways in this system that two or more agents could form cartels and increase each others agency. I see this happen with some reinforcement learning models where if some edge cases aren’t covered, then they will just mine each other for easy points thanks to how we set up the reward function.