| 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 Sandbox Environment for Generalizable Agent Research (SEGAR) | Mar 19, 2022 | Decision MakingSequential Decision Making | CodeCode Available | 1 |
| 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 |
| Curriculum-based Reinforcement Learning for Distribution System Critical Load Restoration | Mar 8, 2022 | Decision Makingreinforcement-learning | CodeCode Available | 1 |
| A Trainable Approach to Zero-delay Smoothing Spline Interpolation | Mar 7, 2022 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Deep Reinforcement Learning for Entity Alignment | Mar 7, 2022 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| 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 |
| A Survey of Explainable Reinforcement Learning | Feb 17, 2022 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Sequential Bayesian experimental designs via reinforcement learning | Feb 14, 2022 | Bayesian InferenceDecision Making | —Unverified | 0 |
| Provably Efficient Causal Model-Based Reinforcement Learning for Systematic Generalization | Feb 14, 2022 | Decision MakingModel-based Reinforcement Learning | —Unverified | 0 |
| MuZero with Self-competition for Rate Control in VP9 Video Compression | Feb 14, 2022 | Decision MakingQuantization | —Unverified | 0 |
| Provable Reinforcement Learning with a Short-Term Memory | Feb 8, 2022 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Pre-Trained Language Models for Interactive Decision-Making | Feb 3, 2022 | Decision MakingImitation Learning | CodeCode Available | 2 |
| Improved Regret for Differentially Private Exploration in Linear MDP | Feb 2, 2022 | Decision MakingPrivacy Preserving | —Unverified | 0 |
| Meta-Learning Hypothesis Spaces for Sequential Decision-making | Feb 1, 2022 | Bayesian OptimizationDecision Making | —Unverified | 0 |
