conftrace_

unknown dynamics

6 papers

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Co-occurring keywords · papers mentioning both

regret bound (2) reinforcement learning (2) regret rate (1) online linear control (1) stochastic convex cost (1) online policy optimization (1) nonlinear time-varying system (1) local regret bound (1) adaptive policy selection (1) state-action analogies (1)

Papers

Distributed on-the-fly control of multi-agent systems with unknown dynamics: Using limited data to obtain near-optimal control L4DC 2024 Online Policy Optimization in Unknown Nonlinear Systems COLT 2024 Long-Term Fairness with Unknown Dynamics NeurIPS 2023 Efficient Online Linear Control with Stochastic Convex Costs and Unknown Dynamics COLT 2022 Provably Safe PAC-MDP Exploration Using Analogies AISTATS 2021 Learning Neural Network Policies with Guided Policy Search under Unknown Dynamics NeurIPS 2014