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Near-Optimal Regret Bounds for Model-Free RL in Non-Stationary Episodic MDPs., , , , и . CoRR, (2020)Near-Optimal Model-Free Reinforcement Learning in Non-Stationary Episodic MDPs., , , , и . ICML, том 139 из Proceedings of Machine Learning Research, стр. 7447-7458. PMLR, (2021)Provably Efficient Reinforcement Learning in Decentralized General-Sum Markov Games., и . CoRR, (2021)SIMPPO: a scalable and incremental online learning framework for serverless resource management., , , , , , , и . SoCC, стр. 306-322. ACM, (2022)AWARE: Automate Workload Autoscaling with Reinforcement Learning in Production Cloud Systems., , , , , , , и . USENIX Annual Technical Conference, стр. 387-402. USENIX Association, (2023)POLY-HOOT: Monte-Carlo Planning in Continuous Space MDPs with Non-Asymptotic Analysis., , , и . NeurIPS, (2020)Challenges and Opportunities in IoT Data Markets., , , и . SocialSens@CPSIoTWeek, стр. 1-2. ACM, (2019)Adjusting Matching Algorithm to Adapt to Dynamic Subscriptions in Content-Based Publish/Subscribe Systems., , , , , , , и . ISPA/IUCC/BDCloud/SocialCom/SustainCom, стр. 369-376. IEEE, (2018)Provably Efficient Reinforcement Learning in Decentralized General-Sum Markov Games., и . Dyn. Games Appl., 13 (1): 165-186 (марта 2023)Action Dynamics Task Graphs for Learning Plannable Representations of Procedural Tasks., , , и . CoRR, (2023)