EV2Gym
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Smart EV Charging Scheduling | EV2Gym | Carbon Intensity (gCO2/kWh)23.96 | 5 | |
| EV charging control | EV2Gym-Residential NSW, standard 1500-step episodes | Base Reward8.865 | 3 | |
| Smart EV Charging | EV2Gym 50% Hybrid scenario | CO2 Emissions (kg)10.02 | 1 | |
| Smart EV Charging | EV2Gym 25% Hybrid scenario | CO2 Emissions (kg)25.47 | 1 | |
| Smart EV Charging | EV2Gym 50% Solar scenario | CO2 Emissions (kg)48.41 | 1 | |
| Smart EV Charging | EV2Gym 50% Wind scenario | CO2 Emissions (kg)8.52 | 1 | |
| Smart EV Charging | EV2Gym No RE scenario | CO2 Emissions (kg)67.62 | 1 | |
| EV charging control | EV2Gym-Residential NSW, varied 1500-step episodes | Base Reward2.66 | 1 |
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