| Representation Learning for Context-Dependent Decision-Making | May 12, 2022 | Decision MakingQ-Learning | —Unverified | 0 |
| Hierarchical Constrained Stochastic Shortest Path Planning via Cost Budget Allocation | May 11, 2022 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Federated Multi-Armed Bandits Under Byzantine Attacks | May 9, 2022 | Data PoisoningDecision Making | —Unverified | 0 |
| Explainable Knowledge Graph Embedding: Inference Reconciliation for Knowledge Inferences Supporting Robot Actions | May 4, 2022 | Decision MakingGraph Embedding | CodeCode Available | 0 |
| Towards Flexible Inference in Sequential Decision Problems via Bidirectional Transformers | Apr 28, 2022 | Decision MakingOffline RL | —Unverified | 0 |
| Evolutionary Multi-Armed Bandits with Genetic Thompson Sampling | Apr 26, 2022 | Decision MakingEvolutionary Algorithms | CodeCode Available | 0 |
| Toward Policy Explanations for Multi-Agent Reinforcement Learning | Apr 26, 2022 | Autonomous DrivingDecision Making | CodeCode Available | 0 |
| Integrating Reward Maximization and Population Estimation: Sequential Decision-Making for Internal Revenue Service Audit Selection | Apr 25, 2022 | Decision MakingSequential Decision Making | —Unverified | 0 |
| GFCL: A GRU-based Federated Continual Learning Framework against Data Poisoning Attacks in IoV | Apr 23, 2022 | Anomaly DetectionContinual Learning | —Unverified | 0 |
| SAAC: Safe Reinforcement Learning as an Adversarial Game of Actor-Critics | Apr 20, 2022 | continuous-controlContinuous Control | —Unverified | 0 |