{"total":14,"rows":[{"id":"2201.08164","title":"From Anecdotal Evidence to Quantitative Evaluation Methods: A Systematic Review on Evaluating Explainable AI","created":"2022-01-20","cited_by_count":302,"area":null},{"id":"2102.13045","title":"Iterative Bounding MDPs: Learning Interpretable Policies via Non-Interpretable Methods","created":"2021-02-25","cited_by_count":31,"area":null},{"id":"2202.08434","title":"A Survey of Explainable Reinforcement Learning","created":"2022-02-17","cited_by_count":31,"area":null},{"id":"2312.11118","title":"Explaining Reinforcement Learning Agents Through Counterfactual Action Outcomes","created":"2023-12-18","cited_by_count":14,"area":null},{"id":"2210.11825","title":"Integrating Policy Summaries with Reward Decomposition for Explaining Reinforcement Learning Agents","created":"2022-10-21","cited_by_count":10,"area":null},{"id":"2201.12462","title":"Explaining Reinforcement Learning Policies through Counterfactual Trajectories","created":"2022-01-29","cited_by_count":7,"area":null},{"id":"2201.07452","title":"Interpretable Learned Emergent Communication for Human-Agent Teams","created":"2022-01-19","cited_by_count":6,"area":null},{"id":"2207.01911","title":"Explainability in Deep Reinforcement Learning, a Review into Current Methods and Applications","created":"2022-07-05","cited_by_count":6,"area":null},{"id":"2210.04723","title":"Experiential Explanations for Reinforcement Learning","created":"2022-10-10","cited_by_count":5,"area":null},{"id":"2101.07312","title":"Benchmarking Perturbation-based Saliency Maps for Explaining Atari Agents","created":"2021-01-18","cited_by_count":4,"area":null},{"id":"2110.04192","title":"Explaining Reward Functions to Humans for Better Human-Robot Collaboration","created":"2021-10-08","cited_by_count":3,"area":null},{"id":"2310.07802","title":"An Information Bottleneck Characterization of the Understanding-Workload Tradeoff","created":"2023-10-11","cited_by_count":3,"area":null},{"id":"2402.10290","title":"Experiments with Encoding Structured Data for Neural Networks","created":"2024-02-15","cited_by_count":0,"area":null},{"id":"2409.00069","title":"How to Measure Human-AI Prediction Accuracy in Explainable AI Systems","created":"2024-08-23","cited_by_count":0,"area":null}],"next_cursor":null}