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Benchmarks
EV Charging Control on EV2Gym-Residential NSW (1500-step episodes)
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8.865
Base Reward
Pure Reasoning
8.42175
8.643375
8.865
9.086625
Feb 6, 2026
Base Reward
Approximate Reward
Relative Baseline Performance
Updated 3mo ago
Evaluation Results
Method
Method
Links
Base Reward
Approximate Reward
Relative Baseline Performance
Pure Reasoning
API Cost=Low
2026.02
8.865
6.21
70.1
Pure Imitation
API Cost=Low
2026.02
8.865
6.79
76.6
Runtime LLM
API Cost=High
2026.02
8.865
16.843
190
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