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Segway results added.
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-16
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16 files changed

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-16
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cfg/env/Segway.yaml

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@@ -18,4 +18,4 @@ agent_params:
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eps: 5.0e-1
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ConstrainedREPS:
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eps: 5.0e-1
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kappa: 1.0e-2
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kappa: 1.0e-1

cfg/plots.yaml

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@@ -25,13 +25,9 @@ y_limit:
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legend:
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BreakoutDeterministic-v4:
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R:
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loc: 'center'
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bbox_to_anchor: [0.5, .9]
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ncol: 2
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ncol: 3
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J:
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loc: 'center'
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bbox_to_anchor: [0.5, .9]
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ncol: 2
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ncol: 3
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Pendulum-v0:
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R:

mushroom_rl_benchmark/core/suite_visualizer.py

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@@ -101,7 +101,7 @@ def _legend(self, ax, env, data_type):
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fontsize = legend_dict.pop('fontsize', 'x-large')
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frameon = legend_dict.pop('frameon', False)
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loc = legend_dict.pop('loc', 'center')
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default_bbox = (0.5, 0.9) if data_type == 'entropy' else (0.5, 0.1)
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default_bbox = (0.5, -0.25) if data_type == 'entropy' else (0.5, -0.25)
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bbox_to_anchor = legend_dict.pop('bbox_to_anchor', default_bbox)
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ncol = legend_dict.pop('ncol', len(self._logger_dict[env]) // 2)
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ax.legend(fontsize=fontsize, ncol=ncol, frameon=frameon,

results/Segway/ConstrainedREPS/J.pkl

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results/Segway/ConstrainedREPS/R.pkl

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08/06/2021 09:34:44 [INFO] Running BenchmarkExperiment parallel
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08/06/2021 09:34:44 [INFO] Number of used cores: 5
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08/06/2021 09:34:44 [INFO] Starting experiment ...
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08/06/2021 13:52:10 [INFO] Finished experiment.
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09/06/2021 17:30:13 [INFO] Running BenchmarkExperiment parallel
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09/06/2021 17:30:13 [INFO] Number of used cores: 5
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09/06/2021 17:30:13 [INFO] Starting experiment ...
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09/06/2021 20:42:00 [INFO] Finished experiment.
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%YAML 1.2
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---
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best_J: -197.18098747307894
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best_R: -317.33572519708514
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execution_time_sec: 15446.88656949997
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best_J: -176.9941540869785
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best_R: -276.2159321345133
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execution_time_sec: 11506.606482744217

results/params/Segway.yaml

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---
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ConstrainedREPS:
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eps: 0.5
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kappa: 0.01
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kappa: 0.1
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n_episodes_per_fit: 25
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PGPE:
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alpha: 0.3

results/plots/Segway/J.png

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results/plots/Segway/R.png

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results/plots/Segway/max_J.png

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results/plots/Segway/max_R.png

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