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Symbolic Regression via Neural-Guided Genetic Programming Population Seeding


Nov 17, 2021
T. Nathan Mundhenk, Mikel Landajuela, Ruben Glatt, Claudio P. Santiago, Daniel M. Faissol, Brenden K. Petersen

* Accepted at the 35th Conference on Neural Information Processing Systems (NeurIPS 2021) 

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Incorporating domain knowledge into neural-guided search


Jul 19, 2021
Brenden K. Petersen, Claudio P. Santiago, Mikel Landajuela Larma


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Improving exploration in policy gradient search: Application to symbolic optimization


Jul 19, 2021
Mikel Landajuela Larma, Brenden K. Petersen, Soo K. Kim, Claudio P. Santiago, Ruben Glatt, T. Nathan Mundhenk, Jacob F. Pettit, Daniel M. Faissol

* 1st Mathematical Reasoning in General Artificial Intelligence Workshop, ICLR 2021 
* Published in 1st Mathematical Reasoning in General Artificial Intelligence Workshop, ICLR 2021 

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