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  1. data/ppo_ant_2026_01_31_042006/graph/ppo_ant_t0_s0_session_graph_eval_entropy_vs_frame.png +3 -0
  2. data/ppo_ant_2026_01_31_042006/graph/ppo_ant_t0_s0_session_graph_eval_loss_vs_frame.png +3 -0
  3. data/ppo_ant_2026_01_31_042006/graph/ppo_ant_t0_s0_session_graph_eval_mean_returns_ma_vs_frames.png +3 -0
  4. data/ppo_ant_2026_01_31_042006/graph/ppo_ant_t0_s0_session_graph_eval_mean_returns_vs_frames.png +3 -0
  5. data/ppo_ant_2026_01_31_042006/graph/ppo_ant_t0_s0_session_graph_train_entropy_vs_frame.png +3 -0
  6. data/ppo_ant_2026_01_31_042006/graph/ppo_ant_t0_s0_session_graph_train_loss_vs_frame.png +3 -0
  7. data/ppo_ant_2026_01_31_042006/graph/ppo_ant_t0_s0_session_graph_train_mean_returns_ma_vs_frames.png +3 -0
  8. data/ppo_ant_2026_01_31_042006/graph/ppo_ant_t0_s0_session_graph_train_mean_returns_vs_frames.png +3 -0
  9. data/ppo_ant_2026_01_31_042006/graph/ppo_ant_t0_s1_session_graph_eval_entropy_vs_frame.png +3 -0
  10. data/ppo_ant_2026_01_31_042006/graph/ppo_ant_t0_s1_session_graph_eval_loss_vs_frame.png +3 -0
  11. data/ppo_ant_2026_01_31_042006/graph/ppo_ant_t0_s1_session_graph_eval_mean_returns_ma_vs_frames.png +3 -0
  12. data/ppo_ant_2026_01_31_042006/graph/ppo_ant_t0_s1_session_graph_eval_mean_returns_vs_frames.png +3 -0
  13. data/ppo_ant_2026_01_31_042006/graph/ppo_ant_t0_s1_session_graph_train_entropy_vs_frame.png +3 -0
  14. data/ppo_ant_2026_01_31_042006/graph/ppo_ant_t0_s1_session_graph_train_loss_vs_frame.png +3 -0
  15. data/ppo_ant_2026_01_31_042006/graph/ppo_ant_t0_s1_session_graph_train_mean_returns_ma_vs_frames.png +3 -0
  16. data/ppo_ant_2026_01_31_042006/graph/ppo_ant_t0_s1_session_graph_train_mean_returns_vs_frames.png +3 -0
  17. data/ppo_ant_2026_01_31_042006/graph/ppo_ant_t0_s2_session_graph_eval_entropy_vs_frame.png +3 -0
  18. data/ppo_ant_2026_01_31_042006/graph/ppo_ant_t0_s2_session_graph_eval_loss_vs_frame.png +3 -0
  19. data/ppo_ant_2026_01_31_042006/graph/ppo_ant_t0_s2_session_graph_eval_mean_returns_ma_vs_frames.png +3 -0
  20. data/ppo_ant_2026_01_31_042006/graph/ppo_ant_t0_s2_session_graph_eval_mean_returns_vs_frames.png +3 -0
  21. data/ppo_ant_2026_01_31_042006/graph/ppo_ant_t0_s2_session_graph_train_entropy_vs_frame.png +3 -0
  22. data/ppo_ant_2026_01_31_042006/graph/ppo_ant_t0_s2_session_graph_train_loss_vs_frame.png +3 -0
  23. data/ppo_ant_2026_01_31_042006/graph/ppo_ant_t0_s2_session_graph_train_mean_returns_ma_vs_frames.png +3 -0
  24. data/ppo_ant_2026_01_31_042006/graph/ppo_ant_t0_s2_session_graph_train_mean_returns_vs_frames.png +3 -0
  25. data/ppo_ant_2026_01_31_042006/graph/ppo_ant_t0_s3_session_graph_eval_entropy_vs_frame.png +3 -0
  26. data/ppo_ant_2026_01_31_042006/graph/ppo_ant_t0_s3_session_graph_eval_loss_vs_frame.png +3 -0
  27. data/ppo_ant_2026_01_31_042006/graph/ppo_ant_t0_s3_session_graph_eval_mean_returns_ma_vs_frames.png +3 -0
  28. data/ppo_ant_2026_01_31_042006/graph/ppo_ant_t0_s3_session_graph_eval_mean_returns_vs_frames.png +3 -0
  29. data/ppo_ant_2026_01_31_042006/graph/ppo_ant_t0_s3_session_graph_train_entropy_vs_frame.png +3 -0
  30. data/ppo_ant_2026_01_31_042006/graph/ppo_ant_t0_s3_session_graph_train_loss_vs_frame.png +3 -0
  31. data/ppo_ant_2026_01_31_042006/graph/ppo_ant_t0_s3_session_graph_train_mean_returns_ma_vs_frames.png +3 -0
  32. data/ppo_ant_2026_01_31_042006/graph/ppo_ant_t0_s3_session_graph_train_mean_returns_vs_frames.png +3 -0
  33. data/ppo_ant_2026_01_31_042006/graph/ppo_ant_t0_trial_graph_mean_returns_ma_vs_frames.png +3 -0
  34. data/ppo_ant_2026_01_31_042006/graph/ppo_ant_t0_trial_graph_mean_returns_vs_frames.png +3 -0
  35. data/ppo_ant_2026_01_31_042006/info/ppo_ant_t0_s0_session_df_eval.csv +0 -0
  36. data/ppo_ant_2026_01_31_042006/info/ppo_ant_t0_s0_session_df_train.csv +0 -0
  37. data/ppo_ant_2026_01_31_042006/info/ppo_ant_t0_s0_session_metrics_eval.json +0 -0
  38. data/ppo_ant_2026_01_31_042006/info/ppo_ant_t0_s0_session_metrics_scalar_eval.json +9 -0
  39. data/ppo_ant_2026_01_31_042006/info/ppo_ant_t0_s0_session_metrics_scalar_train.json +9 -0
  40. data/ppo_ant_2026_01_31_042006/info/ppo_ant_t0_s0_session_metrics_train.json +0 -0
  41. data/ppo_ant_2026_01_31_042006/info/ppo_ant_t0_s1_session_df_eval.csv +0 -0
  42. data/ppo_ant_2026_01_31_042006/info/ppo_ant_t0_s1_session_df_train.csv +0 -0
  43. data/ppo_ant_2026_01_31_042006/info/ppo_ant_t0_s1_session_metrics_eval.json +0 -0
  44. data/ppo_ant_2026_01_31_042006/info/ppo_ant_t0_s1_session_metrics_scalar_eval.json +9 -0
  45. data/ppo_ant_2026_01_31_042006/info/ppo_ant_t0_s1_session_metrics_scalar_train.json +9 -0
  46. data/ppo_ant_2026_01_31_042006/info/ppo_ant_t0_s1_session_metrics_train.json +0 -0
  47. data/ppo_ant_2026_01_31_042006/info/ppo_ant_t0_s2_session_df_eval.csv +0 -0
  48. data/ppo_ant_2026_01_31_042006/info/ppo_ant_t0_s2_session_df_train.csv +0 -0
  49. data/ppo_ant_2026_01_31_042006/info/ppo_ant_t0_s2_session_metrics_eval.json +0 -0
  50. data/ppo_ant_2026_01_31_042006/info/ppo_ant_t0_s2_session_metrics_scalar_eval.json +9 -0
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+ {
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+ "total_reward_ma": 2422.104736328125,
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+ "strength": 943.2152099609375,
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+ "max_strength": 3138.66748046875,
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+ "final_strength": 2206.80224609375,
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+ "sample_efficiency": -1.4451367746914912e-07,
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+ "training_efficiency": -2.721180578646454e-07,
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+ "stability": 0.9758903384208679
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+ }