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About Google IA
1) The document presents an environment, benchmark, and deep learning driven automated theorem prover called DeepHOL for proving theorems in higher-order logic. 2) The environment is based on the HOL Light theorem prover and provides APIs for developing new theorem provers while including a large benchmark of over 2000 definitions and 29000 theorems. 3) An initial automated theorem prover called DeepHOL is presented that uses deep reinforcement learning to select tactics for proving theorems, achieving results comparable to more complex state-of-the-art systems.
Detailed Information
Author: | ['Pablo Sánchez Madrigal'] |
---|---|
Publication Year: | 2019 |
Pages: | 9 |
Language: | English |
Format: | |
Price: | FREE |
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