| { |
| "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", |
| "mean_daily_reward": 234.97982635728175, |
| "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", |
| "mean_daily_reward": 992.7403409673161, |
| "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)", |
| "mean_daily_reward": 374.726914438179, |
| "std_daily_reward": 390.159719439238, |
| "min_daily_reward": 117.27074017113432, |
| "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 |
| } |
| ] |
| } |