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20182023
most citedRanked Reward: Enabling Self-Play Reinforcement Learning for Combinatorial Optimization

39 citations · 76 across the 8 of their papers we have counts for

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Showing 2019Show all

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cs.AI2019★ 19 cited

Learning Compositional Neural Programs with Recursive Tree Search and Planning

Thomas Pierrot, Guillaume Ligner, Scott Reed +6

We propose a novel reinforcement learning algorithm, AlphaNPI, that incorporates the strengths of Neural Programmer-Interpreters (NPI) and AlphaZero. NPI contributes structural bia…