WIP

runs/baseline/report.txt

@@ -0,0 +1,56 @@
+================================================================================
+SIMULATION REPORT
+================================================================================
+
+Configuration:
+  Cases: 3000
+  Days simulated: 30
+  Policy: readiness
+  Horizon end: 2024-05-09
+
+Hearing Metrics:
+  Total hearings: 8,671
+  Heard: 5,355 (61.8%)
+  Adjourned: 3,316 (38.2%)
+
+Disposal Metrics:
+  Cases disposed: 320
+  Disposal rate: 10.7%
+  Gini coefficient: 0.190
+
+Disposal Rates by Case Type:
+  CA  :   73/ 587 ( 12.4%)
+  CCC :   57/ 334 ( 17.1%)
+  CMP :    6/  86 (  7.0%)
+  CP  :   46/ 294 ( 15.6%)
+  CRP :   61/ 612 ( 10.0%)
+  RFA :   49/ 519 (  9.4%)
+  RSA :   28/ 568 (  4.9%)
+
+Efficiency Metrics:
+  Court utilization: 38.3%
+  Avg hearings/day: 289.0
+
+Ripeness Impact:
+  Transitions: 0
+  Cases filtered (unripe): 1,680
+  Filter rate: 16.2%
+
+Final Ripeness Distribution:
+  RIPE: 2624 (97.9%)
+  UNRIPE_DEPENDENT: 19 (0.7%)
+  UNRIPE_SUMMONS: 37 (1.4%)
+
+Courtroom Allocation:
+  Strategy: load_balanced
+  Load balance fairness (Gini): 0.002
+  Avg daily load: 57.8 cases
+  Allocation changes: 4,624
+  Capacity rejections: 0
+
+  Courtroom-wise totals:
+    Courtroom 1: 1,740 cases (58.0/day)
+    Courtroom 2: 1,737 cases (57.9/day)
+    Courtroom 3: 1,736 cases (57.9/day)
+    Courtroom 4: 1,732 cases (57.7/day)
+    Courtroom 5: 1,726 cases (57.5/day)

runs/baseline_comparison/report.txt

@@ -0,0 +1,56 @@
+================================================================================
+SIMULATION REPORT
+================================================================================
+
+Configuration:
+  Cases: 3000
+  Days simulated: 60
+  Policy: readiness
+  Horizon end: 2024-06-20
+
+Hearing Metrics:
+  Total hearings: 16,137
+  Heard: 9,981 (61.9%)
+  Adjourned: 6,156 (38.1%)
+
+Disposal Metrics:
+  Cases disposed: 708
+  Disposal rate: 23.6%
+  Gini coefficient: 0.195
+
+Disposal Rates by Case Type:
+  CA  :  159/ 587 ( 27.1%)
+  CCC :  133/ 334 ( 39.8%)
+  CMP :   14/  86 ( 16.3%)
+  CP  :  105/ 294 ( 35.7%)
+  CRP :  142/ 612 ( 23.2%)
+  RFA :   77/ 519 ( 14.8%)
+  RSA :   78/ 568 ( 13.7%)
+
+Efficiency Metrics:
+  Court utilization: 35.6%
+  Avg hearings/day: 268.9
+
+Ripeness Impact:
+  Transitions: 0
+  Cases filtered (unripe): 3,360
+  Filter rate: 17.2%
+
+Final Ripeness Distribution:
+  RIPE: 2236 (97.6%)
+  UNRIPE_DEPENDENT: 19 (0.8%)
+  UNRIPE_SUMMONS: 37 (1.6%)
+
+Courtroom Allocation:
+  Strategy: load_balanced
+  Load balance fairness (Gini): 0.002
+  Avg daily load: 53.8 cases
+  Allocation changes: 10,527
+  Capacity rejections: 0
+
+  Courtroom-wise totals:
+    Courtroom 1: 3,244 cases (54.1/day)
+    Courtroom 2: 3,233 cases (53.9/day)
+    Courtroom 3: 3,227 cases (53.8/day)
+    Courtroom 4: 3,221 cases (53.7/day)
+    Courtroom 5: 3,212 cases (53.5/day)

runs/baseline_large_data/report.txt

@@ -0,0 +1,56 @@
+================================================================================
+SIMULATION REPORT
+================================================================================
+
+Configuration:
+  Cases: 10000
+  Days simulated: 90
+  Policy: readiness
+  Horizon end: 2024-10-31
+
+Hearing Metrics:
+  Total hearings: 58,262
+  Heard: 36,595 (62.8%)
+  Adjourned: 21,667 (37.2%)
+
+Disposal Metrics:
+  Cases disposed: 5,195
+  Disposal rate: 51.9%
+  Gini coefficient: 0.243
+
+Disposal Rates by Case Type:
+  CA  : 1358/1952 ( 69.6%)
+  CCC :  796/1132 ( 70.3%)
+  CMP :  172/ 281 ( 61.2%)
+  CP  :  662/ 960 ( 69.0%)
+  CRP : 1365/2061 ( 66.2%)
+  RFA :  363/1676 ( 21.7%)
+  RSA :  479/1938 ( 24.7%)
+
+Efficiency Metrics:
+  Court utilization: 85.7%
+  Avg hearings/day: 647.4
+
+Ripeness Impact:
+  Transitions: 0
+  Cases filtered (unripe): 20,340
+  Filter rate: 25.9%
+
+Final Ripeness Distribution:
+  RIPE: 4579 (95.3%)
+  UNRIPE_DEPENDENT: 58 (1.2%)
+  UNRIPE_SUMMONS: 168 (3.5%)
+
+Courtroom Allocation:
+  Strategy: load_balanced
+  Load balance fairness (Gini): 0.001
+  Avg daily load: 129.5 cases
+  Allocation changes: 38,756
+  Capacity rejections: 0
+
+  Courtroom-wise totals:
+    Courtroom 1: 11,671 cases (129.7/day)
+    Courtroom 2: 11,666 cases (129.6/day)
+    Courtroom 3: 11,654 cases (129.5/day)
+    Courtroom 4: 11,640 cases (129.3/day)
+    Courtroom 5: 11,631 cases (129.2/day)

runs/rl_final_test/report.txt

@@ -0,0 +1,56 @@
+================================================================================
+SIMULATION REPORT
+================================================================================
+
+Configuration:
+  Cases: 3000
+  Days simulated: 60
+  Policy: rl
+  Horizon end: 2024-06-20
+
+Hearing Metrics:
+  Total hearings: 16,133
+  Heard: 9,929 (61.5%)
+  Adjourned: 6,204 (38.5%)
+
+Disposal Metrics:
+  Cases disposed: 700
+  Disposal rate: 23.3%
+  Gini coefficient: 0.194
+
+Disposal Rates by Case Type:
+  CA  :  159/ 587 ( 27.1%)
+  CCC :  128/ 334 ( 38.3%)
+  CMP :   15/  86 ( 17.4%)
+  CP  :  101/ 294 ( 34.4%)
+  CRP :  151/ 612 ( 24.7%)
+  RFA :   72/ 519 ( 13.9%)
+  RSA :   74/ 568 ( 13.0%)
+
+Efficiency Metrics:
+  Court utilization: 35.6%
+  Avg hearings/day: 268.9
+
+Ripeness Impact:
+  Transitions: 0
+  Cases filtered (unripe): 3,360
+  Filter rate: 17.2%
+
+Final Ripeness Distribution:
+  RIPE: 2244 (97.6%)
+  UNRIPE_DEPENDENT: 19 (0.8%)
+  UNRIPE_SUMMONS: 37 (1.6%)
+
+Courtroom Allocation:
+  Strategy: load_balanced
+  Load balance fairness (Gini): 0.002
+  Avg daily load: 53.8 cases
+  Allocation changes: 9,860
+  Capacity rejections: 0
+
+  Courtroom-wise totals:
+    Courtroom 1: 3,242 cases (54.0/day)
+    Courtroom 2: 3,234 cases (53.9/day)
+    Courtroom 3: 3,227 cases (53.8/day)
+    Courtroom 4: 3,219 cases (53.6/day)
+    Courtroom 5: 3,211 cases (53.5/day)

runs/rl_intensive/report.txt

@@ -0,0 +1,56 @@
+================================================================================
+SIMULATION REPORT
+================================================================================
+
+Configuration:
+  Cases: 3000
+  Days simulated: 60
+  Policy: rl
+  Horizon end: 2024-06-20
+
+Hearing Metrics:
+  Total hearings: 16,133
+  Heard: 9,929 (61.5%)
+  Adjourned: 6,204 (38.5%)
+
+Disposal Metrics:
+  Cases disposed: 700
+  Disposal rate: 23.3%
+  Gini coefficient: 0.194
+
+Disposal Rates by Case Type:
+  CA  :  159/ 587 ( 27.1%)
+  CCC :  128/ 334 ( 38.3%)
+  CMP :   15/  86 ( 17.4%)
+  CP  :  101/ 294 ( 34.4%)
+  CRP :  151/ 612 ( 24.7%)
+  RFA :   72/ 519 ( 13.9%)
+  RSA :   74/ 568 ( 13.0%)
+
+Efficiency Metrics:
+  Court utilization: 35.6%
+  Avg hearings/day: 268.9
+
+Ripeness Impact:
+  Transitions: 0
+  Cases filtered (unripe): 3,360
+  Filter rate: 17.2%
+
+Final Ripeness Distribution:
+  RIPE: 2244 (97.6%)
+  UNRIPE_DEPENDENT: 19 (0.8%)
+  UNRIPE_SUMMONS: 37 (1.6%)
+
+Courtroom Allocation:
+  Strategy: load_balanced
+  Load balance fairness (Gini): 0.002
+  Avg daily load: 53.8 cases
+  Allocation changes: 9,860
+  Capacity rejections: 0
+
+  Courtroom-wise totals:
+    Courtroom 1: 3,242 cases (54.0/day)
+    Courtroom 2: 3,234 cases (53.9/day)
+    Courtroom 3: 3,227 cases (53.8/day)
+    Courtroom 4: 3,219 cases (53.6/day)
+    Courtroom 5: 3,211 cases (53.5/day)

runs/rl_large_data/report.txt

@@ -0,0 +1,56 @@
+================================================================================
+SIMULATION REPORT
+================================================================================
+
+Configuration:
+  Cases: 10000
+  Days simulated: 90
+  Policy: rl
+  Horizon end: 2024-10-31
+
+Hearing Metrics:
+  Total hearings: 57,999
+  Heard: 36,465 (62.9%)
+  Adjourned: 21,534 (37.1%)
+
+Disposal Metrics:
+  Cases disposed: 5,212
+  Disposal rate: 52.1%
+  Gini coefficient: 0.248
+
+Disposal Rates by Case Type:
+  CA  : 1366/1952 ( 70.0%)
+  CCC :  815/1132 ( 72.0%)
+  CMP :  174/ 281 ( 61.9%)
+  CP  :  649/ 960 ( 67.6%)
+  CRP : 1348/2061 ( 65.4%)
+  RFA :  356/1676 ( 21.2%)
+  RSA :  504/1938 ( 26.0%)
+
+Efficiency Metrics:
+  Court utilization: 85.4%
+  Avg hearings/day: 644.4
+
+Ripeness Impact:
+  Transitions: 0
+  Cases filtered (unripe): 20,340
+  Filter rate: 26.0%
+
+Final Ripeness Distribution:
+  RIPE: 4562 (95.3%)
+  UNRIPE_DEPENDENT: 58 (1.2%)
+  UNRIPE_SUMMONS: 168 (3.5%)
+
+Courtroom Allocation:
+  Strategy: load_balanced
+  Load balance fairness (Gini): 0.001
+  Avg daily load: 128.9 cases
+  Allocation changes: 37,970
+  Capacity rejections: 0
+
+  Courtroom-wise totals:
+    Courtroom 1: 11,622 cases (129.1/day)
+    Courtroom 2: 11,610 cases (129.0/day)
+    Courtroom 3: 11,599 cases (128.9/day)
+    Courtroom 4: 11,590 cases (128.8/day)
+    Courtroom 5: 11,578 cases (128.6/day)

runs/rl_untrained/report.txt

@@ -0,0 +1,56 @@
+================================================================================
+SIMULATION REPORT
+================================================================================
+
+Configuration:
+  Cases: 3000
+  Days simulated: 30
+  Policy: rl
+  Horizon end: 2024-05-09
+
+Hearing Metrics:
+  Total hearings: 8,668
+  Heard: 5,338 (61.6%)
+  Adjourned: 3,330 (38.4%)
+
+Disposal Metrics:
+  Cases disposed: 312
+  Disposal rate: 10.4%
+  Gini coefficient: 0.191
+
+Disposal Rates by Case Type:
+  CA  :   73/ 587 ( 12.4%)
+  CCC :   46/ 334 ( 13.8%)
+  CMP :    5/  86 (  5.8%)
+  CP  :   44/ 294 ( 15.0%)
+  CRP :   72/ 612 ( 11.8%)
+  RFA :   40/ 519 (  7.7%)
+  RSA :   32/ 568 (  5.6%)
+
+Efficiency Metrics:
+  Court utilization: 38.3%
+  Avg hearings/day: 288.9
+
+Ripeness Impact:
+  Transitions: 0
+  Cases filtered (unripe): 1,680
+  Filter rate: 16.2%
+
+Final Ripeness Distribution:
+  RIPE: 2632 (97.9%)
+  UNRIPE_DEPENDENT: 19 (0.7%)
+  UNRIPE_SUMMONS: 37 (1.4%)
+
+Courtroom Allocation:
+  Strategy: load_balanced
+  Load balance fairness (Gini): 0.002
+  Avg daily load: 57.8 cases
+  Allocation changes: 4,412
+  Capacity rejections: 0
+
+  Courtroom-wise totals:
+    Courtroom 1: 1,742 cases (58.1/day)
+    Courtroom 2: 1,737 cases (57.9/day)
+    Courtroom 3: 1,732 cases (57.7/day)
+    Courtroom 4: 1,730 cases (57.7/day)
+    Courtroom 5: 1,727 cases (57.6/day)

runs/rl_vs_baseline/comparison_report.md

@@ -0,0 +1,29 @@
+# Scheduling Policy Comparison Report
+
+Policies evaluated: readiness, rl
+
+## Key Metrics Comparison
+
+| Metric | readiness | rl | Best |
+|--------|-------|-------|------|
+| Disposals | - | - | - |
+| Gini (fairness) | - | - | - |
+| Utilization (%) | - | - | - |
+| Adjournment Rate (%) | - | - | - |
+| Hearings Heard | 5 | 5 | - |
+| Total Hearings | - | - | - |
+
+## Analysis
+
+**Fairness**: readiness policy achieves lowest Gini coefficient (999.000), indicating most equitable disposal time distribution.
+
+**Efficiency**: readiness policy achieves highest utilization (0.0%), maximizing courtroom capacity usage.
+
+**Throughput**: readiness policy produces most disposals (0), clearing cases fastest.
+
+
+## Recommendation
+
+**Recommended Policy**: readiness
+
+This policy wins on 0/0 key metrics, providing the best balance of fairness, efficiency, and throughput.

runs/rl_vs_baseline/readiness/report.txt

@@ -0,0 +1,56 @@
+================================================================================
+SIMULATION REPORT
+================================================================================
+
+Configuration:
+  Cases: 3000
+  Days simulated: 30
+  Policy: readiness
+  Horizon end: 2024-05-09
+
+Hearing Metrics:
+  Total hearings: 8,671
+  Heard: 5,355 (61.8%)
+  Adjourned: 3,316 (38.2%)
+
+Disposal Metrics:
+  Cases disposed: 320
+  Disposal rate: 10.7%
+  Gini coefficient: 0.190
+
+Disposal Rates by Case Type:
+  CA  :   73/ 587 ( 12.4%)
+  CCC :   57/ 334 ( 17.1%)
+  CMP :    6/  86 (  7.0%)
+  CP  :   46/ 294 ( 15.6%)
+  CRP :   61/ 612 ( 10.0%)
+  RFA :   49/ 519 (  9.4%)
+  RSA :   28/ 568 (  4.9%)
+
+Efficiency Metrics:
+  Court utilization: 38.3%
+  Avg hearings/day: 289.0
+
+Ripeness Impact:
+  Transitions: 0
+  Cases filtered (unripe): 1,680
+  Filter rate: 16.2%
+
+Final Ripeness Distribution:
+  RIPE: 2624 (97.9%)
+  UNRIPE_DEPENDENT: 19 (0.7%)
+  UNRIPE_SUMMONS: 37 (1.4%)
+
+Courtroom Allocation:
+  Strategy: load_balanced
+  Load balance fairness (Gini): 0.002
+  Avg daily load: 57.8 cases
+  Allocation changes: 4,624
+  Capacity rejections: 0
+
+  Courtroom-wise totals:
+    Courtroom 1: 1,740 cases (58.0/day)
+    Courtroom 2: 1,737 cases (57.9/day)
+    Courtroom 3: 1,736 cases (57.9/day)
+    Courtroom 4: 1,732 cases (57.7/day)
+    Courtroom 5: 1,726 cases (57.5/day)

runs/rl_vs_baseline/rl/report.txt

@@ -0,0 +1,56 @@
+================================================================================
+SIMULATION REPORT
+================================================================================
+
+Configuration:
+  Cases: 3000
+  Days simulated: 30
+  Policy: rl
+  Horizon end: 2024-05-09
+
+Hearing Metrics:
+  Total hearings: 8,668
+  Heard: 5,338 (61.6%)
+  Adjourned: 3,330 (38.4%)
+
+Disposal Metrics:
+  Cases disposed: 312
+  Disposal rate: 10.4%
+  Gini coefficient: 0.191
+
+Disposal Rates by Case Type:
+  CA  :   73/ 587 ( 12.4%)
+  CCC :   46/ 334 ( 13.8%)
+  CMP :    5/  86 (  5.8%)
+  CP  :   44/ 294 ( 15.0%)
+  CRP :   72/ 612 ( 11.8%)
+  RFA :   40/ 519 (  7.7%)
+  RSA :   32/ 568 (  5.6%)
+
+Efficiency Metrics:
+  Court utilization: 38.3%
+  Avg hearings/day: 288.9
+
+Ripeness Impact:
+  Transitions: 0
+  Cases filtered (unripe): 1,680
+  Filter rate: 16.2%
+
+Final Ripeness Distribution:
+  RIPE: 2632 (97.9%)
+  UNRIPE_DEPENDENT: 19 (0.7%)
+  UNRIPE_SUMMONS: 37 (1.4%)
+
+Courtroom Allocation:
+  Strategy: load_balanced
+  Load balance fairness (Gini): 0.002
+  Avg daily load: 57.8 cases
+  Allocation changes: 4,412
+  Capacity rejections: 0
+
+  Courtroom-wise totals:
+    Courtroom 1: 1,742 cases (58.1/day)
+    Courtroom 2: 1,737 cases (57.9/day)
+    Courtroom 3: 1,732 cases (57.7/day)
+    Courtroom 4: 1,730 cases (57.7/day)
+    Courtroom 5: 1,727 cases (57.6/day)