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Reinforcement learning enhanced quantum-inspired algorithm for combinatorial optimization.

, , , , и . Mach. Learn. Sci. Technol., 2 (2): 25009 (2021)

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Kurt Shimon Wallach

Elad Shimon Grozovski

 

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Imitation Is Not Enough: Robustifying Imitation with Reinforcement Learning for Challenging Driving Scenarios., , , , , , , , , и 2 other автор(ы). IROS, стр. 7553-7560. (2023)Real-Time Resource Allocation for Tracking Systems., , , и . UAI, AUAI Press, (2017)Traffic Light Control by Multiagent Reinforcement Learning Systems., , , и . Interactive Collaborative Information Systems, том 281 из Studies in Computational Intelligence, Springer, (2010)Multi-Agent Common Knowledge Reinforcement Learning., , , , , и . CoRR, (2018)CAML: Fast Context Adaptation via Meta-Learning., , , , и . CoRR, (2018)QMIX: Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning., , , , , и . ICML, том 80 из Proceedings of Machine Learning Research, стр. 4292-4301. PMLR, (2018)Learning potential functions and their representations for multi-task reinforcement learning., и . Auton. Agents Multi Agent Syst., 28 (4): 637-681 (2014)VariBAD: A Very Good Method for Bayes-Adaptive Deep RL via Meta-Learning., , , , , , и . ICLR, OpenReview.net, (2020)A Baseline for Any Order Gradient Estimation in Stochastic Computation Graphs., , , , , и . ICML, том 97 из Proceedings of Machine Learning Research, стр. 4343-4351. PMLR, (2019)Comparing evolutionary and temporal difference methods in a reinforcement learning domain., , и . GECCO, стр. 1321-1328. ACM, (2006)