| The Politics of (No) Compromise: Information Acquisition, Policy Discretion, and Reputation | Oct 31, 2021 | Decision Making | —Unverified | 0 |
| JEDAI: A System for Skill-Aligned Explainable Robot Planning | Oct 31, 2021 | Decision MakingMotion Planning | CodeCode Available | 1 |
| Generalized Proximal Policy Optimization with Sample Reuse | Oct 29, 2021 | Decision Making | CodeCode Available | 1 |
| A Pre-processing Method for Fairness in Ranking | Oct 29, 2021 | Decision MakingFairness | —Unverified | 0 |
| Collaborative Pure Exploration in Kernel Bandit | Oct 29, 2021 | Decision MakingRecommendation Systems | —Unverified | 0 |
| ST-ABN: Visual Explanation Taking into Account Spatio-temporal Information for Video Recognition | Oct 29, 2021 | Decision MakingVideo Recognition | CodeCode Available | 0 |
| Fair Incentives for Repeated Engagement | Oct 28, 2021 | Decision MakingFairness | —Unverified | 0 |
| Conditioning Sparse Variational Gaussian Processes for Online Decision-making | Oct 28, 2021 | Active LearningDecision Making | CodeCode Available | 1 |
| On the Fairness of Machine-Assisted Human Decisions | Oct 28, 2021 | Decision MakingFairness | —Unverified | 0 |
| Parameterized Explanations for Investor / Company Matching | Oct 27, 2021 | AI AgentDecision Making | —Unverified | 0 |
| A Law of Iterated Logarithm for Multi-Agent Reinforcement Learning | Oct 27, 2021 | Decision MakingMulti-agent Reinforcement Learning | —Unverified | 0 |
| Learning from demonstrations with SACR2: Soft Actor-Critic with Reward Relabeling | Oct 27, 2021 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Object-Aware Regularization for Addressing Causal Confusion in Imitation Learning | Oct 27, 2021 | Decision MakingImitation Learning | CodeCode Available | 1 |
| Algorithmic encoding of protected characteristics in image-based models for disease detection | Oct 27, 2021 | Decision MakingTransfer Learning | CodeCode Available | 1 |
| Finding Regions of Heterogeneity in Decision-Making via Expected Conditional Covariance | Oct 27, 2021 | Causal InferenceClinical Knowledge | CodeCode Available | 0 |
| Vector-valued Gaussian Processes on Riemannian Manifolds via Gauge Independent Projected Kernels | Oct 27, 2021 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Multi-Agent Advisor Q-Learning | Oct 26, 2021 | Decision MakingMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| Boosted CVaR Classification | Oct 26, 2021 | ClassificationDecision Making | CodeCode Available | 0 |
| Provably Robust Model-Centric Explanations for Critical Decision-Making | Oct 26, 2021 | Decision Making | —Unverified | 0 |
| Fault-Tolerant Federated Reinforcement Learning with Theoretical Guarantee | Oct 26, 2021 | Decision MakingFederated Learning | CodeCode Available | 1 |
| The Value of Information When Deciding What to Learn | Oct 26, 2021 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Driving Style Recognition Using Interval Type-2 Fuzzy Inference System and Multiple Experts Decision Making | Oct 26, 2021 | Decision MakingDescriptive | CodeCode Available | 1 |
| MarS-FL: Enabling Competitors to Collaborate in Federated Learning | Oct 26, 2021 | Decision MakingFederated Learning | —Unverified | 0 |
| Dynamic Causal Bayesian Optimization | Oct 26, 2021 | Bayesian OptimizationCausal Inference | CodeCode Available | 1 |
| Applications of Multi-Agent Reinforcement Learning in Future Internet: A Comprehensive Survey | Oct 26, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
