% Key papers for Offline policy evaluation and selection (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{iclr2021_benchmarks_30582, title = {{Benchmarks for Deep Off-Policy Evaluation}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2021}, url = {https://iclr.cc/virtual/2021/poster/3066}, } @inproceedings{aaai2024_probabilistic_6994, title = {{Probabilistic Offline Policy Ranking with Approximate Bayesian Computation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/30019}, } @inproceedings{neurips2024_opera_72289, title = {{OPERA: Automatic Offline Policy Evaluation with Re-weighted Aggregates of Multiple Estimators}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/95056}, } @inproceedings{icml2023_distributional_41529, title = {{Distributional Offline Policy Evaluation with Predictive Error Guarantees}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2023}, url = {https://icml.cc/virtual/2023/poster/24376}, } @inproceedings{neurips2021_active_62558, title = {{Active Offline Policy Selection}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2021}, url = {https://nips.cc/virtual/2021/poster/26896}, } @inproceedings{neurips2023_counterfactual_68858, title = {{Counterfactual-Augmented Importance Sampling for Semi-Offline Policy Evaluation}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2023}, url = {https://nips.cc/virtual/2023/poster/71000}, } @inproceedings{neurips2024_off_74181, title = {{Off-Policy Selection for Initiating Human-Centric Experimental Design}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/93365}, } @inproceedings{iclr2024_on_34850, title = {{On Trajectory Augmentations for Off-Policy Evaluation}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/18224}, }