| Reducing Planning Complexity of General Reinforcement Learning with Non-Markovian Abstractions | Dec 26, 2021 | Decision MakingGeneral Reinforcement Learning | —Unverified | 0 |
| A Survey on Interpretable Reinforcement Learning | Dec 24, 2021 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Differentially Private Regret Minimization in Episodic Markov Decision Processes | Dec 20, 2021 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 0 |
| Revisiting Game Representations: The Hidden Costs of Efficiency in Sequential Decision-making Algorithms | Dec 20, 2021 | counterfactualDecision Making | —Unverified | 0 |
| Application of Deep Reinforcement Learning to Payment Fraud | Dec 8, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| First-Order Regret in Reinforcement Learning with Linear Function Approximation: A Robust Estimation Approach | Dec 7, 2021 | Decision Makingreinforcement-learning | —Unverified | 0 |
| MDPFuzz: Testing Models Solving Markov Decision Processes | Dec 6, 2021 | Autonomous DrivingCollision Avoidance | —Unverified | 0 |
| Temporal-Spatial Causal Interpretations for Vision-Based Reinforcement Learning | Dec 6, 2021 | Causal DiscoveryDecision Making | —Unverified | 0 |
| Efficient Symptom Inquiring and Diagnosis via Adaptive Alignment of Reinforcement Learning and Classification | Dec 1, 2021 | Decision MakingDiagnostic | CodeCode Available | 1 |
| Improving Zero-shot Generalization in Offline Reinforcement Learning using Generalized Similarity Functions | Nov 29, 2021 | Contrastive LearningDecision Making | —Unverified | 0 |
