Machine Learner for Automated Reasoning 0.4 and 0.5

Cezary Kaliszyk, Josef Urban, Jiri Vyskocil
unpublished
Machine Learner for Automated Reasoning (MaLARea) is a learning andreasoning system for proving in large formal libraries wherethousands of theorems are available when attacking a newconjecture, and a large number of related problems and proofs can be used tolearn specific theorem-proving knowledge. The last version of thesystem has by a large margin won the 2013 CASC LTB competition. Thispaper describes the motivation behind the methods used in MaLARea,discusses the general approach and the
more » ... ues arising in evaluationof such system, and describes the Mizar@Turing100 and CASC'24versions of MaLARea.
doi:10.29007/shxj fatcat:6gfo54pzfvewdkm2yoz7enndtu