| Read, Watch, and Move: Reinforcement Learning for Temporally Grounding Natural Language Descriptions in Videos | Jan 21, 2019 | Decision MakingMulti-Task Learning | CodeCode Available | 0 |
| Learning and Reasoning for Robot Sequential Decision Making under Uncertainty | Jan 16, 2019 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Deep Reinforcement Learning for Imbalanced Classification | Jan 5, 2019 | ClassificationDecision Making | CodeCode Available | 0 |
| A Computational Framework for Motor Skill Acquisition | Jan 3, 2019 | Decision MakingReinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Multi-Agent Systems: A Review of Challenges, Solutions and Applications | Dec 31, 2018 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Negotiable Reinforcement Learning for Pareto Optimal Sequential Decision-Making | Dec 1, 2018 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Structural Causal Bandits: Where to Intervene? | Dec 1, 2018 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| Regret Bounds for Online Portfolio Selection with a Cardinality Constraint | Dec 1, 2018 | Computational EfficiencyDecision Making | —Unverified | 0 |
| Monte-Carlo Tree Search for Constrained POMDPs | Dec 1, 2018 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Tight Bayesian Ambiguity Sets for Robust MDPs | Nov 15, 2018 | Decision MakingReinforcement Learning | —Unverified | 0 |
