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Evolving Curricula with Regret-Based Environment Design
- aiaffinity 5y agoVery interesting work and an amazing demo!! Btw, a very basic question: in the demo is there any curricula/training process being shown, or is it basically the final policies learned by each of the four competing approaches? (ps: I co-wrote a short elementary paper on auto curricula design for RL in 2017 [0]) [0]: https://arxiv.org/abs/1703.07853 https://arxiv.org/abs/1703.07853
- minch 5y agoThanks! The demo just shows the final agents after training (30K gradient updates). Interesting work re the reward maximizing curricula. I have not seen this before, so thanks for the pointer.