├── .gitignore ├── LICENSE ├── README.md ├── code ├── Agents.py ├── Environments.py ├── experiments │ ├── .ipynb_checkpoints │ │ ├── plot-posterior-accuracy-widenarrow-checkpoint.ipynb │ │ └── ql-eps-deepsea-checkpoint.ipynb │ ├── plot-correlations-priormdp.ipynb │ ├── plot-correlations-widenarrow.ipynb │ ├── plot-posterior-accuracy-deepsea.ipynb │ ├── plot-posteriors-deepsea.ipynb │ ├── plot-posteriors-priormdp.ipynb │ ├── plot-posteriors-widenarrow.ipynb │ ├── plot-regret-summary.ipynb │ └── regret_summary_experiments.ipynb └── utils.py └── writeup ├── bayesian-methods-for-rl.aux ├── bayesian-methods-for-rl.bbl ├── bayesian-methods-for-rl.blg ├── bayesian-methods-for-rl.log ├── bayesian-methods-for-rl.out ├── bayesian-methods-for-rl.pdf ├── bayesian-methods-for-rl.synctex.gz ├── bayesian-methods-for-rl.tex ├── img ├── boltzmann-demo-eps-converted-to.pdf ├── boltzmann-demo.eps ├── bql-0_0-1_0-2_0-2_0-posterior-deepsea-4.pdf ├── bql-0_0-1_0-2_0-2_0-posterior-priormdp-4-2.pdf ├── bql-0_0-1_0-2_0-2_0-regret-deepsea-4.pdf ├── bql-0_0-1_0-2_0-2_0-regret-priormdp-4-2.pdf ├── bql-0_0-1_0-2_0-2_0-scatter-priormdp-4-2-10.pdf ├── bql-0_0-1_0-2_0-2_0-scatter-priormdp-4-2-2500.pdf ├── bql-0_0-1_0-2_0-2_0-scatter-priormdp-4-2-500.pdf ├── bql-0_0-1_0-2_0-2_0-scatter-widenarrow-1-6-10.pdf ├── bql-0_0-1_0-2_0-2_0-scatter-widenarrow-1-6-2500.pdf ├── bql-0_0-1_0-2_0-2_0-scatter-widenarrow-1-6-500.pdf ├── bql-1_5-1_0-2_0-2_0-posterior-widenarrow-1-6.pdf ├── bql-1_5-1_0-2_0-2_0-regret-widenarrow-1-6.pdf ├── egreedy-demo-eps-converted-to.pdf ├── egreedy-demo.eps ├── mm-0_0-1_0-2_0-2_0-1_0-posterior-deepsea-4.pdf ├── mm-0_0-1_0-2_0-2_0-1_0-posterior-priormdp-4-2.pdf ├── mm-0_0-1_0-2_0-2_0-1_0-posterior-widenarrow-1-6.pdf ├── mm-0_0-1_0-2_0-2_0-1_0-regret-deepsea-4.pdf ├── mm-0_0-1_0-2_0-2_0-1_0-regret-priormdp-4-2.pdf ├── mm-0_0-1_0-2_0-2_0-1_0-regret-widenarrow-1-6.pdf ├── mm-0_0-1_0-2_0-2_0-1_0-scatter-priormdp-4-2-2500.pdf ├── mm-0_0-1_0-2_0-2_0-1_0-scatter-priormdp-4-2-500.pdf ├── mm-0_0-1_0-2_0-2_0-1_0-scatter-widenarrow-1-6-10.pdf ├── mm-0_0-1_0-2_0-2_0-1_0-scatter-widenarrow-1-6-2500.pdf ├── mm-0_0-1_0-2_0-2_0-1_0-scatter-widenarrow-1-6-500.pdf ├── psrl-0_0-1_0-2_0-2_0-posterior-deepsea-4.pdf ├── psrl-0_0-1_0-2_0-2_0-posterior-priormdp-4-2.pdf ├── psrl-0_0-1_0-2_0-2_0-posterior-widenarrow-1-6.pdf ├── psrl-0_0-1_0-2_0-2_0-regret-deepsea-4.pdf ├── psrl-0_0-1_0-2_0-2_0-regret-priormdp-4-2.pdf ├── psrl-0_0-1_0-2_0-2_0-regret-widenarrow-1-6.pdf ├── psrl-0_0-1_0-2_0-2_0-scatter-priormdp-4-2-2500.pdf ├── psrl-0_0-1_0-2_0-2_0-scatter-priormdp-4-2-500.pdf ├── psrl-0_0-1_0-2_0-2_0-scatter-widenarrow-1-6-10.pdf ├── psrl-0_0-1_0-2_0-2_0-scatter-widenarrow-1-6-2500.pdf ├── psrl-0_0-1_0-2_0-2_0-scatter-widenarrow-1-6-500.pdf ├── ql-0_2-qestimates-priormdp-4-2.pdf ├── ql-0_2-qestimates-widenarrow-1-6.pdf ├── ql-0_2-regret-priormdp-4-2.pdf ├── ql-0_2-regret-widenarrow-1-6.pdf ├── ql-0_5-qestimates-deepsea-4.pdf ├── ql-0_5-regret-deepsea-4.pdf ├── ube-0_0-1_0-2_0-2_0-0_1-posterior-deepsea-4.pdf ├── ube-0_0-1_0-2_0-2_0-0_1-posterior-priormdp-4-2.pdf ├── ube-0_0-1_0-2_0-2_0-0_1-posterior-widenarrow-1-6.pdf ├── ube-0_0-1_0-2_0-2_0-0_1-regret-deepsea-4.pdf ├── ube-0_0-1_0-2_0-2_0-0_1-regret-priormdp-4-2.pdf ├── ube-0_0-1_0-2_0-2_0-0_1-regret-widenarrow-1-6.pdf ├── ube-0_0-1_0-2_0-2_0-0_1-scatter-priormdp-4-2-2500.pdf ├── ube-0_0-1_0-2_0-2_0-0_1-scatter-priormdp-4-2-500.pdf ├── ube-0_0-1_0-2_0-2_0-0_1-scatter-widenarrow-1-6-10.pdf ├── ube-0_0-1_0-2_0-2_0-0_1-scatter-widenarrow-1-6-2500.pdf ├── ube-0_0-1_0-2_0-2_0-0_1-scatter-widenarrow-1-6-500.pdf ├── ube-0_0-1_0-2_0-2_0-1_0-posterior-deepsea-4.pdf ├── ube-0_0-1_0-2_0-2_0-1_0-posterior-priormdp-4-2.pdf ├── ube-0_0-1_0-2_0-2_0-1_0-posterior-widenarrow-1-6.pdf ├── ube-0_0-1_0-2_0-2_0-1_0-regret-deepsea-4.pdf ├── ube-0_0-1_0-2_0-2_0-1_0-regret-priormdp-4-2.pdf ├── ube-0_0-1_0-2_0-2_0-1_0-regret-widenarrow-1-6.pdf ├── ube-0_0-1_0-2_0-2_0-1_0-scatter-priormdp-4-2-2500.pdf ├── ube-0_0-1_0-2_0-2_0-1_0-scatter-priormdp-4-2-500.pdf ├── ube-0_0-1_0-2_0-2_0-1_0-scatter-widenarrow-1-6-10.pdf ├── ube-0_0-1_0-2_0-2_0-1_0-scatter-widenarrow-1-6-2500.pdf ├── ube-0_0-1_0-2_0-2_0-1_0-scatter-widenarrow-1-6-500.pdf └── ube-uncertainty-terms.pdf ├── neurips_2019.sty ├── png ├── ae_demo_10.png ├── ae_demo_100.png ├── ae_demo_ground.png ├── boltzmann-demo-eps-converted-to.png ├── boltzmann-demo.eps ├── bql-0_0-1_0-2_0-2_0-posterior-deepsea-4.png ├── bql-0_0-1_0-2_0-2_0-posterior-priormdp-4-2.png ├── bql-0_0-1_0-2_0-2_0-regret-deepsea-4.png ├── bql-0_0-1_0-2_0-2_0-regret-priormdp-4-2.png ├── bql-0_0-1_0-2_0-2_0-scatter-priormdp-4-2-10.png ├── bql-0_0-1_0-2_0-2_0-scatter-priormdp-4-2-2500.png ├── bql-0_0-1_0-2_0-2_0-scatter-priormdp-4-2-500.png ├── bql-0_0-1_0-2_0-2_0-scatter-widenarrow-1-6-10.png ├── bql-0_0-1_0-2_0-2_0-scatter-widenarrow-1-6-2500.png ├── bql-0_0-1_0-2_0-2_0-scatter-widenarrow-1-6-500.png ├── bql-0_0-4_0-3_0-3_0-posterior-deepsea-4.png ├── bql-0_0-4_0-3_0-3_0-posterior-priormdp-4-2-seed-0.png ├── bql-0_0-4_0-3_0-3_0-posterior-priormdp-4-2.png ├── bql-0_0-4_0-3_0-3_0-regret-deepsea-4.png ├── bql-0_0-4_0-3_0-3_0-regret-priormdp-4-2.png ├── bql-0_0-4_0-3_0-3_0-scatter-priormdp-4-2-1000.png ├── bql-0_0-4_0-3_0-3_0-scatter-priormdp-4-2-2500.png ├── bql-0_0-4_0-3_0-3_0-scatter-priormdp-4-2-4000.png ├── bql-0_0-4_0-3_0-3_0-scatter-priormdp-4-2-5000.png ├── bql-0_0-4_0-3_0-3_0-scatter-widenarrow-1-6-1000.png ├── bql-0_0-4_0-3_0-3_0-scatter-widenarrow-1-6-4000.png ├── bql-0_0-4_0-3_0-3_0-scatter-widenarrow-1-6-500.png ├── bql-0_0-4_0-3_0-3_0-scatter-widenarrow-1-6-5000.png ├── bql-1_5-1_0-2_0-2_0-posterior-widenarrow-1-6.png ├── bql-1_5-1_0-2_0-2_0-regret-widenarrow-1-6.png ├── bql-1_5-4_0-3_0-3_0-posterior-widenarrow-1-6.png ├── bql-1_5-4_0-3_0-3_0-regret-widenarrow-1-6.png ├── deepsea.pdf ├── deepsea.png ├── egreedy-demo-eps-converted-to.png ├── egreedy-demo.eps ├── environments-deepsea.png ├── environments-widenarrow.png ├── mm-0_0-1_0-2_0-2_0-1_0-posterior-deepsea-4.png ├── mm-0_0-1_0-2_0-2_0-1_0-posterior-priormdp-4-2.png ├── mm-0_0-1_0-2_0-2_0-1_0-posterior-widenarrow-1-6.png ├── mm-0_0-1_0-2_0-2_0-1_0-regret-deepsea-4.png ├── mm-0_0-1_0-2_0-2_0-1_0-regret-priormdp-4-2.png ├── mm-0_0-1_0-2_0-2_0-1_0-regret-widenarrow-1-6.png ├── mm-0_0-1_0-2_0-2_0-1_0-scatter-priormdp-4-2-2500.png ├── mm-0_0-1_0-2_0-2_0-1_0-scatter-priormdp-4-2-500.png ├── mm-0_0-1_0-2_0-2_0-1_0-scatter-widenarrow-1-6-10.png ├── mm-0_0-1_0-2_0-2_0-1_0-scatter-widenarrow-1-6-2500.png ├── mm-0_0-1_0-2_0-2_0-1_0-scatter-widenarrow-1-6-500.png ├── mm-0_0-4_0-3_0-3_0-1_0-posterior-deepsea-4.png ├── mm-0_0-4_0-3_0-3_0-1_0-posterior-priormdp-4-2-seed-0.png ├── mm-0_0-4_0-3_0-3_0-1_0-posterior-priormdp-4-2.png ├── mm-0_0-4_0-3_0-3_0-1_0-posterior-widenarrow-1-6.png ├── mm-0_0-4_0-3_0-3_0-1_0-regret-deepsea-4.png ├── mm-0_0-4_0-3_0-3_0-1_0-regret-priormdp-4-2.png ├── mm-0_0-4_0-3_0-3_0-1_0-regret-widenarrow-1-6.png ├── mm-0_0-4_0-3_0-3_0-1_0-scatter-priormdp-4-2-1000.png ├── mm-0_0-4_0-3_0-3_0-1_0-scatter-priormdp-4-2-2500.png ├── mm-0_0-4_0-3_0-3_0-1_0-scatter-priormdp-4-2-4000.png ├── mm-0_0-4_0-3_0-3_0-1_0-scatter-priormdp-4-2-5000.png ├── mm-0_0-4_0-3_0-3_0-1_0-scatter-widenarrow-1-6-1000.png ├── mm-0_0-4_0-3_0-3_0-1_0-scatter-widenarrow-1-6-4000.png ├── mm-0_0-4_0-3_0-3_0-1_0-scatter-widenarrow-1-6-500.png ├── mm-0_0-4_0-3_0-3_0-1_0-scatter-widenarrow-1-6-5000.png ├── old_hypers │ ├── bql-0_0-1_0-2_0-2_0-posterior-deepsea-4.pdf │ ├── bql-0_0-1_0-2_0-2_0-posterior-priormdp-4-2.pdf │ ├── bql-0_0-1_0-2_0-2_0-regret-deepsea-4.pdf │ ├── bql-0_0-1_0-2_0-2_0-regret-priormdp-4-2.pdf │ ├── bql-0_0-1_0-2_0-2_0-scatter-priormdp-4-2-10.pdf │ ├── bql-0_0-1_0-2_0-2_0-scatter-priormdp-4-2-2500.pdf │ ├── bql-0_0-1_0-2_0-2_0-scatter-priormdp-4-2-500.pdf │ ├── bql-0_0-1_0-2_0-2_0-scatter-widenarrow-1-6-10.pdf │ ├── bql-0_0-1_0-2_0-2_0-scatter-widenarrow-1-6-2500.pdf │ ├── bql-0_0-1_0-2_0-2_0-scatter-widenarrow-1-6-500.pdf │ ├── bql-1_5-1_0-2_0-2_0-posterior-widenarrow-1-6.pdf │ ├── bql-1_5-1_0-2_0-2_0-regret-widenarrow-1-6.pdf │ ├── mm-0_0-1_0-2_0-2_0-1_0-posterior-deepsea-4.pdf │ ├── mm-0_0-1_0-2_0-2_0-1_0-posterior-priormdp-4-2.pdf │ ├── mm-0_0-1_0-2_0-2_0-1_0-posterior-widenarrow-1-6.pdf │ ├── mm-0_0-1_0-2_0-2_0-1_0-regret-deepsea-4.pdf │ ├── mm-0_0-1_0-2_0-2_0-1_0-regret-priormdp-4-2.pdf │ ├── mm-0_0-1_0-2_0-2_0-1_0-regret-widenarrow-1-6.pdf │ ├── mm-0_0-1_0-2_0-2_0-1_0-scatter-priormdp-4-2-2500.pdf │ ├── mm-0_0-1_0-2_0-2_0-1_0-scatter-priormdp-4-2-500.pdf │ ├── mm-0_0-1_0-2_0-2_0-1_0-scatter-widenarrow-1-6-10.pdf │ ├── mm-0_0-1_0-2_0-2_0-1_0-scatter-widenarrow-1-6-2500.pdf │ ├── mm-0_0-1_0-2_0-2_0-1_0-scatter-widenarrow-1-6-500.pdf │ ├── psrl-0_0-1_0-2_0-2_0-posterior-deepsea-4.pdf │ ├── psrl-0_0-1_0-2_0-2_0-posterior-priormdp-4-2.pdf │ ├── psrl-0_0-1_0-2_0-2_0-posterior-widenarrow-1-6.pdf │ ├── psrl-0_0-1_0-2_0-2_0-regret-deepsea-4.pdf │ ├── psrl-0_0-1_0-2_0-2_0-regret-priormdp-4-2.pdf │ ├── psrl-0_0-1_0-2_0-2_0-regret-widenarrow-1-6.pdf │ ├── psrl-0_0-1_0-2_0-2_0-scatter-priormdp-4-2-2500.pdf │ ├── psrl-0_0-1_0-2_0-2_0-scatter-priormdp-4-2-500.pdf │ ├── psrl-0_0-1_0-2_0-2_0-scatter-widenarrow-1-6-10.pdf │ ├── psrl-0_0-1_0-2_0-2_0-scatter-widenarrow-1-6-2500.pdf │ ├── psrl-0_0-1_0-2_0-2_0-scatter-widenarrow-1-6-500.pdf │ ├── ql-0_2-qestimates-priormdp-4-2.pdf │ ├── ql-0_2-qestimates-widenarrow-1-6.pdf │ ├── ql-0_2-regret-priormdp-4-2.pdf │ ├── ql-0_2-regret-widenarrow-1-6.pdf │ ├── ql-0_5-qestimates-deepsea-4.pdf │ ├── ql-0_5-regret-deepsea-4.pdf │ ├── ube-0_0-1_0-2_0-2_0-0_1-posterior-deepsea-4.pdf │ ├── ube-0_0-1_0-2_0-2_0-0_1-posterior-priormdp-4-2.pdf │ ├── ube-0_0-1_0-2_0-2_0-0_1-posterior-widenarrow-1-6.pdf │ ├── ube-0_0-1_0-2_0-2_0-0_1-regret-deepsea-4.pdf │ ├── ube-0_0-1_0-2_0-2_0-0_1-regret-priormdp-4-2.pdf │ ├── ube-0_0-1_0-2_0-2_0-0_1-regret-widenarrow-1-6.pdf │ ├── ube-0_0-1_0-2_0-2_0-0_1-scatter-priormdp-4-2-2500.pdf │ ├── ube-0_0-1_0-2_0-2_0-0_1-scatter-priormdp-4-2-500.pdf │ ├── ube-0_0-1_0-2_0-2_0-0_1-scatter-widenarrow-1-6-10.pdf │ ├── ube-0_0-1_0-2_0-2_0-0_1-scatter-widenarrow-1-6-2500.pdf │ ├── ube-0_0-1_0-2_0-2_0-0_1-scatter-widenarrow-1-6-500.pdf │ ├── ube-0_0-1_0-2_0-2_0-1_0-posterior-deepsea-4.pdf │ ├── ube-0_0-1_0-2_0-2_0-1_0-posterior-priormdp-4-2.pdf │ ├── ube-0_0-1_0-2_0-2_0-1_0-posterior-widenarrow-1-6.pdf │ ├── ube-0_0-1_0-2_0-2_0-1_0-regret-deepsea-4.pdf │ ├── ube-0_0-1_0-2_0-2_0-1_0-regret-priormdp-4-2.pdf │ ├── ube-0_0-1_0-2_0-2_0-1_0-regret-widenarrow-1-6.pdf │ ├── ube-0_0-1_0-2_0-2_0-1_0-scatter-priormdp-4-2-2500.pdf │ ├── ube-0_0-1_0-2_0-2_0-1_0-scatter-priormdp-4-2-500.pdf │ ├── ube-0_0-1_0-2_0-2_0-1_0-scatter-widenarrow-1-6-10.pdf │ ├── ube-0_0-1_0-2_0-2_0-1_0-scatter-widenarrow-1-6-2500.pdf │ └── ube-0_0-1_0-2_0-2_0-1_0-scatter-widenarrow-1-6-500.pdf ├── psrl-0_0-1_0-2_0-2_0-posterior-deepsea-4.png ├── psrl-0_0-1_0-2_0-2_0-posterior-priormdp-4-2.png ├── psrl-0_0-1_0-2_0-2_0-posterior-widenarrow-1-6.png ├── psrl-0_0-1_0-2_0-2_0-regret-deepsea-4.png ├── psrl-0_0-1_0-2_0-2_0-regret-priormdp-4-2.png ├── psrl-0_0-1_0-2_0-2_0-regret-widenarrow-1-6.png ├── psrl-0_0-1_0-2_0-2_0-scatter-priormdp-4-2-2500.png ├── psrl-0_0-1_0-2_0-2_0-scatter-priormdp-4-2-500.png ├── psrl-0_0-1_0-2_0-2_0-scatter-widenarrow-1-6-10.png ├── psrl-0_0-1_0-2_0-2_0-scatter-widenarrow-1-6-2500.png ├── psrl-0_0-1_0-2_0-2_0-scatter-widenarrow-1-6-500.png ├── psrl-0_0-4_0-3_0-3_0-posterior-deepsea-4.png ├── psrl-0_0-4_0-3_0-3_0-posterior-priormdp-4-2-seed-0.png ├── psrl-0_0-4_0-3_0-3_0-posterior-priormdp-4-2.png ├── psrl-0_0-4_0-3_0-3_0-posterior-widenarrow-1-6.png ├── psrl-0_0-4_0-3_0-3_0-regret-deepsea-4.png ├── psrl-0_0-4_0-3_0-3_0-regret-priormdp-4-2.png ├── psrl-0_0-4_0-3_0-3_0-regret-widenarrow-1-6.png ├── psrl-0_0-4_0-3_0-3_0-scatter-priormdp-4-2-1000.png ├── psrl-0_0-4_0-3_0-3_0-scatter-priormdp-4-2-2500.png ├── psrl-0_0-4_0-3_0-3_0-scatter-priormdp-4-2-4000.png ├── psrl-0_0-4_0-3_0-3_0-scatter-priormdp-4-2-5000.png ├── psrl-0_0-4_0-3_0-3_0-scatter-widenarrow-1-6-1000.png ├── psrl-0_0-4_0-3_0-3_0-scatter-widenarrow-1-6-4000.png ├── psrl-0_0-4_0-3_0-3_0-scatter-widenarrow-1-6-500.png ├── psrl-0_0-4_0-3_0-3_0-scatter-widenarrow-1-6-5000.png ├── ql-0_2-qestimates-priormdp-4-2.png ├── ql-0_2-qestimates-widenarrow-1-6.png ├── ql-0_2-regret-priormdp-4-2.png ├── ql-0_2-regret-widenarrow-1-6.png ├── ql-0_5-qestimates-deepsea-4.png ├── ql-0_5-regret-deepsea-4.png ├── regret_combined.png ├── regret_summary_combined.png ├── regret_summary_deepsea.png ├── regret_summary_priormdp.png ├── regret_summary_widenarrow.png ├── ube-0_0-1_0-2_0-2_0-0_1-posterior-deepsea-4.png ├── ube-0_0-1_0-2_0-2_0-0_1-posterior-priormdp-4-2.png ├── ube-0_0-1_0-2_0-2_0-0_1-posterior-widenarrow-1-6.png ├── ube-0_0-1_0-2_0-2_0-0_1-regret-deepsea-4.png ├── ube-0_0-1_0-2_0-2_0-0_1-regret-priormdp-4-2.png ├── ube-0_0-1_0-2_0-2_0-0_1-regret-widenarrow-1-6.png ├── ube-0_0-1_0-2_0-2_0-0_1-scatter-priormdp-4-2-2500.png ├── ube-0_0-1_0-2_0-2_0-0_1-scatter-priormdp-4-2-500.png ├── ube-0_0-1_0-2_0-2_0-0_1-scatter-widenarrow-1-6-10.png ├── ube-0_0-1_0-2_0-2_0-0_1-scatter-widenarrow-1-6-2500.png ├── ube-0_0-1_0-2_0-2_0-0_1-scatter-widenarrow-1-6-500.png ├── ube-0_0-1_0-2_0-2_0-1_0-posterior-deepsea-4.png ├── ube-0_0-1_0-2_0-2_0-1_0-posterior-priormdp-4-2.png ├── ube-0_0-1_0-2_0-2_0-1_0-posterior-widenarrow-1-6.png ├── ube-0_0-1_0-2_0-2_0-1_0-regret-deepsea-4.png ├── ube-0_0-1_0-2_0-2_0-1_0-regret-priormdp-4-2.png ├── ube-0_0-1_0-2_0-2_0-1_0-regret-widenarrow-1-6.png ├── ube-0_0-1_0-2_0-2_0-1_0-scatter-priormdp-4-2-2500.png ├── ube-0_0-1_0-2_0-2_0-1_0-scatter-priormdp-4-2-500.png ├── ube-0_0-1_0-2_0-2_0-1_0-scatter-widenarrow-1-6-10.png ├── ube-0_0-1_0-2_0-2_0-1_0-scatter-widenarrow-1-6-2500.png ├── ube-0_0-1_0-2_0-2_0-1_0-scatter-widenarrow-1-6-500.png ├── ube-0_0-4_0-3_0-3_0-0_01-posterior-priormdp-4-2.png ├── ube-0_0-4_0-3_0-3_0-0_01-regret-priormdp-4-2.png ├── ube-0_0-4_0-3_0-3_0-0_1-posterior-deepsea-4.png ├── ube-0_0-4_0-3_0-3_0-0_1-posterior-priormdp-4-2-seed-0.png ├── ube-0_0-4_0-3_0-3_0-0_1-posterior-priormdp-4-2.png ├── ube-0_0-4_0-3_0-3_0-0_1-posterior-widenarrow-1-6.png ├── ube-0_0-4_0-3_0-3_0-0_1-regret-deepsea-4.png ├── ube-0_0-4_0-3_0-3_0-0_1-regret-priormdp-4-2.png ├── ube-0_0-4_0-3_0-3_0-0_1-regret-widenarrow-1-6.png ├── ube-0_0-4_0-3_0-3_0-0_1-scatter-priormdp-4-2-1000.png ├── ube-0_0-4_0-3_0-3_0-0_1-scatter-priormdp-4-2-2500.png ├── ube-0_0-4_0-3_0-3_0-0_1-scatter-priormdp-4-2-4000.png ├── ube-0_0-4_0-3_0-3_0-0_1-scatter-priormdp-4-2-5000.png ├── ube-0_0-4_0-3_0-3_0-0_1-scatter-widenarrow-1-6-1000.png ├── ube-0_0-4_0-3_0-3_0-0_1-scatter-widenarrow-1-6-4000.png ├── ube-0_0-4_0-3_0-3_0-0_1-scatter-widenarrow-1-6-500.png ├── ube-0_0-4_0-3_0-3_0-0_1-scatter-widenarrow-1-6-5000.png ├── ube-0_0-4_0-3_0-3_0-1_0-posterior-deepsea-4.png ├── ube-0_0-4_0-3_0-3_0-1_0-posterior-priormdp-4-2.png ├── ube-0_0-4_0-3_0-3_0-1_0-posterior-widenarrow-1-6.png ├── ube-0_0-4_0-3_0-3_0-1_0-regret-deepsea-4.png ├── ube-0_0-4_0-3_0-3_0-1_0-regret-priormdp-4-2.png ├── ube-0_0-4_0-3_0-3_0-1_0-regret-widenarrow-1-6.png ├── ube-0_0-4_0-3_0-3_0-1_0-scatter-priormdp-4-2-1000.png ├── ube-0_0-4_0-3_0-3_0-1_0-scatter-priormdp-4-2-2500.png ├── ube-0_0-4_0-3_0-3_0-1_0-scatter-priormdp-4-2-4000.png ├── ube-0_0-4_0-3_0-3_0-1_0-scatter-priormdp-4-2-5000.png ├── ube-0_0-4_0-3_0-3_0-1_0-scatter-widenarrow-1-6-1000.png ├── ube-0_0-4_0-3_0-3_0-1_0-scatter-widenarrow-1-6-4000.png ├── ube-0_0-4_0-3_0-3_0-1_0-scatter-widenarrow-1-6-500.png ├── ube-0_0-4_0-3_0-3_0-1_0-scatter-widenarrow-1-6-5000.png ├── ube-uncertainty-terms.png ├── widenarrow.pdf └── widenarrow.png ├── preamble.log ├── preamble.tex ├── references.bib ├── supporting_proofs.aux ├── supporting_proofs.bbl ├── supporting_proofs.blg ├── 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