| DocSegTr: An Instance-Level End-to-End Document Image Segmentation Transformer | Jan 27, 2022 | Decision MakingDocument Layout Analysis | CodeCode Available | 1 |
| Machine Learning for Stock Prediction Based on Fundamental Analysis | Jan 26, 2022 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Probe-Based Interventions for Modifying Agent Behavior | Jan 26, 2022 | Decision MakingMulti-agent Reinforcement Learning | —Unverified | 0 |
| Cybertrust: From Explainable to Actionable and Interpretable AI (AI2) | Jan 26, 2022 | Decision Making | —Unverified | 0 |
| DSFormer: A Dual-domain Self-supervised Transformer for Accelerated Multi-contrast MRI Reconstruction | Jan 26, 2022 | Decision MakingMRI Reconstruction | —Unverified | 0 |
| Hyperparameter Tuning for Deep Reinforcement Learning Applications | Jan 26, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Promises and Challenges of Causality for Ethical Machine Learning | Jan 26, 2022 | BIG-bench Machine LearningCausal Inference | —Unverified | 0 |
| Visualizing the Diversity of Representations Learned by Bayesian Neural Networks | Jan 26, 2022 | Contrastive LearningDecision Making | —Unverified | 0 |
| Multimodal data matters: language model pre-training over structured and unstructured electronic health records | Jan 25, 2022 | Decision MakingLanguage Modeling | CodeCode Available | 0 |
| Combining Commonsense Reasoning and Knowledge Acquisition to Guide Deep Learning in Robotics | Jan 25, 2022 | Decision MakingLogical Reasoning | —Unverified | 0 |
| Cyber Mobility Mirror for Enabling Cooperative Driving Automation in Mixed Traffic: A Co-Simulation Platform | Jan 24, 2022 | 3D ReconstructionDecision Making | —Unverified | 0 |
| State-Conditioned Adversarial Subgoal Generation | Jan 24, 2022 | continuous-controlContinuous Control | —Unverified | 0 |
| BTPK-based interpretable method for NER tasks based on Talmudic Public Announcement Logic | Jan 24, 2022 | Decision MakingLogical Reasoning | —Unverified | 0 |
| The Paradox of Choice: Using Attention in Hierarchical Reinforcement Learning | Jan 24, 2022 | Decision MakingHierarchical Reinforcement Learning | CodeCode Available | 1 |
| Deeply Explain CNN via Hierarchical Decomposition | Jan 23, 2022 | Decision Making | —Unverified | 0 |
| Distributed Bandits with Heterogeneous Agents | Jan 23, 2022 | Decision Making | —Unverified | 0 |
| An Analysis and Comparison of ACT-R and Soar | Jan 23, 2022 | Decision Making | —Unverified | 0 |
| Causal effect of racial bias in data and machine learning algorithms on user persuasiveness & discriminatory decision making: An Empirical Study | Jan 22, 2022 | counterfactualDecision Making | —Unverified | 0 |
| Learning Two-Step Hybrid Policy for Graph-Based Interpretable Reinforcement Learning | Jan 21, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Accelerate Model Parallel Training by Using Efficient Graph Traversal Order in Device Placement | Jan 21, 2022 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| Deep reinforcement learning under signal temporal logic constraints using Lagrangian relaxation | Jan 21, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Scales and Hedges in a Logic with Analogous Semantics | Jan 21, 2022 | Decision MakingLogical Reasoning | —Unverified | 0 |
| Iterated Reasoning with Mutual Information in Cooperative and Byzantine Decentralized Teaming | Jan 20, 2022 | Decision MakingMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| Generalizing Off-Policy Evaluation From a Causal Perspective For Sequential Decision-Making | Jan 20, 2022 | counterfactualDecision Making | —Unverified | 0 |
| Exploiting Meta-Cognitive Features for a Machine-Learning-Based One-Shot Group-Decision Aggregation | Jan 20, 2022 | Decision MakingFeature Engineering | —Unverified | 0 |
