Methods › Reinforcement Learning › Reinforcement Learning Frameworks › POMO
POMO
Introduced by Yeong-Dae Kwon et al. in POMO: Policy Optimization with Multiple Optima for Reinforcement Learning
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
The archive carries no description for this method.
Papers archive 2025-07-28
6 shown of 6, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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Synergizing Reinforcement Learning and Genetic Algorithms for Neural Combinatorial Optimization 11 Jun 2025 · 0 repositories · arXiv:2506.09404
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SVRPBench: A Realistic Benchmark for Stochastic Vehicle Routing Problem 28 May 2025 · 1 repository · arXiv:2505.21887Syntology ran 0 of 2 samples · 2 unverified
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Too Big, so Fail? -- Enabling Neural Construction Methods to Solve Large-Scale Routing Problems 29 Sep 2023 · 1 repository · arXiv:2309.17089
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RL4CO: an Extensive Reinforcement Learning for Combinatorial Optimization Benchmark 29 Jun 2023 · 3 repositories · arXiv:2306.17100Syntology ran 0 of 16 samples · 16 unverified · 3 pointer-only (licence)
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Learning to Solve Routing Problems via Distributionally Robust Optimization 15 Feb 2022 · 1 repository · arXiv:2202.07241Syntology ran 2 of 3 samples · 1 unverified · 3 pointer-only (licence)
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POMO: Policy Optimization with Multiple Optima for Reinforcement Learning 30 Oct 2020 · 3 repositories · arXiv:2010.16011Syntology ran 1 of 8 samples · 7 unverified · 8 pointer-only (licence)
Tasks archive 2025-07-28
11 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections