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- W2966520908 abstract "We present WILLIAM – an inductive programming system based on the theory of incremental compression. It builds representations by incrementally stacking autoencoders made up of trees of general Python functions, thereby stepwise compressing data. It is able to solve a diverse set of tasks including the compression and prediction of simple sequences, recognition of geometric shapes, write code based on test cases, self-improve by solving some of its own problems and play tic-tac-toe when attached to AIXI and without being specifically programmed for it." @default.
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- W2966520908 date "2019-01-01" @default.
- W2966520908 modified "2023-09-24" @default.
- W2966520908 title "WILLIAM: A Monolithic Approach to AGI" @default.
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- W2966520908 doi "https://doi.org/10.1007/978-3-030-27005-6_5" @default.
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