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Beyond Cumulative Returns via Reinforcement Learning over State-Action Occupancy Measures.

, , , and . ACC, page 894-901. IEEE, (2021)

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Consistent Online Gaussian Process Regression Without the Sample Complexity Bottleneck., , and . CoRR, (2020)Distributed Beamforming for Agents with Localization Errors., , , , , and . CoRR, (2020)Exact Nonparametric Decentralized Online Optimization., , , and . GlobalSIP, page 643-647. IEEE, (2018)Wasserstein-Splitting Gaussian Process Regression for Heterogeneous Online Bayesian Inference., , , and . IROS, page 9833-9840. IEEE, (2021)Variational Policy Gradient Method for Reinforcement Learning with General Utilities., , , , and . NeurIPS, (2020)Beyond consensus and synchrony in decentralized online optimization using saddle point method., , and . ACSSC, page 293-297. IEEE, (2017)Distributed Online Learning over Time-varying Graphs via Proximal Gradient Descent., , , and . CDC, page 2745-2751. IEEE, (2019)Policy Gradient for Ratio Optimization: A Case Study., , and . CISS, page 281-286. IEEE, (2022)Policy Search in Infinite-Horizon Discounted Reinforcement Learning: Advances through Connections to Non-Convex Optimization : Invited Presentation., , , and . CISS, page 1-3. IEEE, (2019)STEERING: Stein Information Directed Exploration for Model-Based Reinforcement Learning., , , , , and . CoRR, (2023)