| 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 |
| Training and Evaluation of Deep Policies using Reinforcement Learning and Generative Models | Apr 18, 2022 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Worst-case Performance of Greedy Policies in Bandits with Imperfect Context Observations | Apr 10, 2022 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Achieving Long-Term Fairness in Sequential Decision Making | Apr 4, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| Actual Causality and Responsibility Attribution in Decentralized Partially Observable Markov Decision Processes | Apr 1, 2022 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| An Online Approach to Solve the Dynamic Vehicle Routing Problem with Stochastic Trip Requests for Paratransit Services | Mar 28, 2022 | Decision MakingSequential Decision Making | —Unverified | 0 |
| NovGrid: A Flexible Grid World for Evaluating Agent Response to Novelty | Mar 23, 2022 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Model-based Multi-agent Reinforcement Learning: Recent Progress and Prospects | Mar 20, 2022 | Decision MakingMulti-agent Reinforcement Learning | —Unverified | 0 |
| The price of unfairness in linear bandits with biased feedback | Mar 18, 2022 | AttributeDecision Making | —Unverified | 0 |
| Near-optimal Offline Reinforcement Learning with Linear Representation: Leveraging Variance Information with Pessimism | Mar 11, 2022 | Decision Makingreinforcement-learning | —Unverified | 0 |
| A Trainable Approach to Zero-delay Smoothing Spline Interpolation | Mar 7, 2022 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Reinforcement Learning in Modern Biostatistics: Constructing Optimal Adaptive Interventions | Mar 4, 2022 | Causal InferenceDecision Making | —Unverified | 0 |
| Linear Stochastic Bandits over a Bit-Constrained Channel | Mar 2, 2022 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Hierarchical Reinforcement Learning with AI Planning Models | Mar 1, 2022 | Decision MakingHierarchical Reinforcement Learning | CodeCode Available | 0 |
| LISA: Learning Interpretable Skill Abstractions from Language | Feb 28, 2022 | Decision MakingImitation Learning | CodeCode Available | 0 |
| Simulating Network Paths with Recurrent Buffering Units | Feb 23, 2022 | Decision MakingSequential Decision Making | —Unverified | 0 |
