| Lifelong Learning with a Changing Action Set | Jun 5, 2019 | Decision MakingLifelong learning | CodeCode Available | 0 |
| Reinforcement Learning When All Actions are Not Always Available | Jun 5, 2019 | AllDecision Making | CodeCode Available | 0 |
| Learning NP-Hard Multi-Agent Assignment Planning using GNN: Inference on a Random Graph and Provable Auction-Fitted Q-learning | May 29, 2019 | Combinatorial OptimizationDecision Making | —Unverified | 0 |
| Learning to Discretize: Solving 1D Scalar Conservation Laws via Deep Reinforcement Learning | May 27, 2019 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Multi-hop Reading Comprehension via Deep Reinforcement Learning based Document Traversal | May 23, 2019 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Knowledge-Based Sequential Decision-Making Under Uncertainty | May 16, 2019 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Tight Regret Bounds for Infinite-armed Linear Contextual Bandits | May 4, 2019 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |
| Group Retention when Using Machine Learning in Sequential Decision Making: the Interplay between User Dynamics and Fairness | May 2, 2019 | Decision MakingFairness | —Unverified | 0 |
| Understanding & Generalizing AlphaGo Zero | May 1, 2019 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Soft Q-Learning with Mutual-Information Regularization | May 1, 2019 | Decision MakingQ-Learning | —Unverified | 0 |
