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  • title: SustainGym: A Benchmark Suite of Reinforcement Learning for Sustainability Applications
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            SustainGym: A Benchmark Suite of Reinforcement Learning for Sustainability Applications
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            SustainGym: A Benchmark Suite of Reinforcement Learning for Sustainability Applications

            Dec 2, 2022

            Speakers

            CY

            Christopher Yeh

            Speaker · 1 follower

            VL

            Victor Li

            Speaker · 0 followers

            RD

            Rajeev Datta

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            About

            The lack of standardized benchmarks for reinforcement learning (RL) in sustainability applications has made it difficult to both track progress on specific domains and identify bottlenecks for researchers to focus their efforts on. In this paper, we present SustainGym, a suite of two environments designed to test the performance of RL algorithms on realistic sustainability tasks. The first environment simulates the problem of scheduling decisions for a fleet of electric vehicle (EV) charging sta…

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            NeurIPS 2022

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