ercot-rtcb-v1 / leaderboard.json
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{
"n_eval": 100,
"episode_length": 7,
"n_post_rtcb_days": 117,
"rows": [
{
"name": "Rule-based",
"mean_daily_reward": 401.66879649045075,
"std_daily_reward": 286.8876052271271,
"min_daily_reward": 155.5369821315234,
"max_daily_reward": 1686.4820853192286,
"sharpe_like": 1.4000911477944546,
"n_episodes": 100
},
{
"name": "MPC",
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"std_daily_reward": 287.7419235230549,
"min_daily_reward": -101.52439446278603,
"max_daily_reward": 1838.2686613940205,
"sharpe_like": 0.8166339596268611,
"n_episodes": 100
},
{
"name": "Planning baseline",
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"std_daily_reward": 1221.212576929508,
"min_daily_reward": 266.1585160780938,
"max_daily_reward": 5357.690473383087,
"sharpe_like": 0.8129136234932667,
"n_episodes": 100
},
{
"name": "PPO (500k, projected reward)",
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"std_daily_reward": 390.159719439238,
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"max_daily_reward": 3003.5471178843495,
"sharpe_like": 0.9604449044016127,
"n_episodes": 100
},
{
"name": "SAC (500k, projected reward)",
"mean_daily_reward": 633.865726195229,
"std_daily_reward": 974.0806074428249,
"min_daily_reward": -549.5932201363131,
"max_daily_reward": 4162.735829085111,
"sharpe_like": 0.6507323124512924,
"n_episodes": 100
}
]
}