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> Yes, in a very very very very very limited environment like a board game. They work in math and coding, and these two are quite general. > CodeRL is a new f
by visarga 4y ago
> Yes, in a very very very very very limited environment like a board game.
They work in math and coding, and these two are quite general.
> CodeRL is a new framework for program synthesis through holistic integration of pretrained language models and deep reinforcement learning. By utilizing unit test feedback as part of model training and inference, and integrating with an improved CodeT5 model, CodeRL achieves state-of-the-art results on competition-level programming tasks.
https://blog.salesforceairesearch.com/coderl/ https://blog.salesforceairesearch.com/coderl/
- tsimionescu 4y agoProgramming competitions are still extremely narrow games, nowhere similar to the vast majority of real-life programming tasks. They have narrowly defined inputs and outputs, and even these are described in formal language. It's nice that CodeRL can solve them, but to say that they work in "coding" and "math" is a huge stretch.