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02/23/2023
Dynamic Regret Analysis of Safe Distributed Online Optimization for Convex and Non-convex Problems
This paper addresses safe distributed online optimization over an unknow...
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09/26/2022
Enhanced Meta Reinforcement Learning using Demonstrations in Sparse Reward Environments
Meta reinforcement learning (Meta-RL) is an approach wherein the experie...
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11/14/2021
Safe Online Convex Optimization with Unknown Linear Safety Constraints
We study the problem of safe online convex optimization, where the actio...
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11/03/2021