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context-switching-control

This directory is a minimal public release bundle for the project.

Contents

code/

  • analyze_infoI.py
  • analyze_infoI_outcome.py
  • collect_debug_rollouts.py
  • collect_infoI_full.sh
  • env_qtow.py
  • eval.py
  • format_infoI_main_table.py
  • models.py
  • run_paper_L_M_ab25_ba30.sh
  • run_paper_M_mem16_32_ab25_ba30.sh
  • run_paper_M_mem64_ab25_ba30.sh
  • run_paper_ab25_ba30.sh
  • run_switch_generalization.sh
  • train.py

results/

  • paper_summaries/combined_summary_AB25_BA30_I_phase1only001_20runs.csv
  • paper_summaries/combined_summary_AB25_BA30_L_phase1only001_20runs.csv
  • paper_summaries/combined_summary_AB25_BA30_M_mem16_phase1only001_20runs.csv
  • paper_summaries/combined_summary_AB25_BA30_M_mem32_phase1only001_20runs.csv
  • paper_summaries/combined_summary_AB25_BA30_M_mem64_phase1only001_20runs.csv
  • paper_summaries/combined_summary_AB25_BA30_M_phase1only001_20runs.csv
  • paper_summaries/combined_summary_AB25_I_phase1only001_10seeds.csv
  • paper_summaries/combined_summary_AB25_L_phase1only001_10seeds.csv
  • paper_summaries/combined_summary_AB25_M_mem16_phase1only001_10seeds.csv
  • paper_summaries/combined_summary_AB25_M_mem32_phase1only001_10seeds.csv
  • paper_summaries/combined_summary_AB25_M_mem64_phase1only001_10seeds.csv
  • paper_summaries/combined_summary_AB25_M_phase1only001_10seeds.csv
  • paper_summaries/combined_summary_BA30_I_phase1only001_10seeds.csv
  • paper_summaries/combined_summary_BA30_L_phase1only001_10seeds.csv
  • paper_summaries/combined_summary_BA30_M_mem16_phase1only001_10seeds.csv
  • paper_summaries/combined_summary_BA30_M_mem32_phase1only001_10seeds.csv
  • paper_summaries/combined_summary_BA30_M_mem64_phase1only001_10seeds.csv
  • paper_summaries/combined_summary_BA30_M_phase1only001_10seeds.csv
  • results/infoI_action_phase1_summary.csv
  • results/infoI_full_all_summary.csv
  • results/infoI_full_phase1_summary.csv
  • results/infoI_goal3_phase1_summary.csv
  • results/infoI_main_all_main_table.csv
  • results/infoI_main_phase1_main_table.csv
  • results/infoI_targethit_phase1_summary.csv
  • switch_generalization_eval/combined_summary_switch_generalization.csv
  • switch_generalization_eval/combined_switch_generalization_raw.csv

What is included

  • Source code needed to reproduce the main analyses and figures.
  • Result tables / figures selected for public release.
  • A lightweight project structure suitable for copying into a Git repository.

What is not included

  • Training checkpoints
  • Large raw run directories
  • Cache files
  • Temporary files
  • Private notes or unpublished scratch files

Reproduction notes

Please edit this section before publishing.

Suggested items to add:

  1. Python version
  2. Main dependencies
  3. Training command
  4. Evaluation command
  5. Figure / table generation command

Citation

Please edit this section before publishing.

About

Contextual Control without Memory Growth: An Intervention-Based Recurrent Architecture for a Context-Switching Sequential Decision Task

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