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Plug & play directed evolution of proteins with gradient-based discrete MCMC.

, , , , and . Mach. Learn. Sci. Technol., 4 (2): 25014 (June 2023)

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Distributed Reinforcement Learning with ADMM-RL., , , , , , and . ACC, page 4159-4166. IEEE, (2019)Learning-Accelerated ADMM for Distributed DC Optimal Power Flow., , , , , and . IEEE Control. Syst. Lett., (2022)A Modular and Transferable Reinforcement Learning Framework for the Fleet Rebalancing Problem., , , , , and . IEEE Trans. Intell. Transp. Syst., 23 (8): 11903-11916 (2022)Two-Stage Reinforcement Learning Policy Search for Grid-Interactive Building Control., , , , , , and . IEEE Trans. Smart Grid, 13 (3): 1976-1987 (2022)PowerGridworld: a framework for multi-agent reinforcement learning in power systems., , , , , , and . e-Energy, page 565-570. ACM, (2022)Learning-Accelerated ADMM for Distributed DC Optimal Power Flow., , , , , and . ACC, page 576-581. IEEE, (2021)A Modular and Transferable Reinforcement Learning Framework for the Fleet Rebalancing Problem., , , , , and . CoRR, (2021)A Cyber-Physical System for Freeway Ramp Meter Signal Control Using Deep Reinforcement Learning in a Connected Environment., , , , and . ITSC, page 3813-3820. IEEE, (2021)Generation Expansion Equilibria with Predictive Dispatch Model., , , , and . CoRR, (2024)Multi-objective goal-directed optimization of de novo stable organic radicals for aqueous redox flow batteries., , , , , , , and . Nat. Mach. Intell., 4 (8): 720-730 (2022)