| Thompson Sampling on Symmetric α-Stable Bandits | Jul 8, 2019 | Bayesian InferenceDecision Making | —Unverified | 0 |
| Co-training for Policy Learning | Jul 3, 2019 | Combinatorial Optimizationcontinuous-control | CodeCode Available | 0 |
| Bridging by Word: Image Grounded Vocabulary Construction for Visual Captioning | Jul 1, 2019 | Decision MakingImage Captioning | CodeCode Available | 0 |
| Exploiting Relevance for Online Decision-Making in High-Dimensions | Jul 1, 2019 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Learning Markov models via low-rank optimization | Jun 28, 2019 | Decision MakingSequential Decision Making | —Unverified | 0 |
| A Theoretical Connection Between Statistical Physics and Reinforcement Learning | Jun 24, 2019 | Decision Makingreinforcement-learning | —Unverified | 0 |
| A Hierarchical Architecture for Sequential Decision-Making in Autonomous Driving using Deep Reinforcement Learning | Jun 20, 2019 | Autonomous DrivingDecision Making | CodeCode Available | 0 |
| Macro-action Multi-time scale Dynamic Programming for Energy Management in Buildings with Phase Change Materials | Jun 11, 2019 | Decision Makingenergy management | —Unverified | 0 |
| Neural Heterogeneous Scheduler | Jun 9, 2019 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Non-Stationary Reinforcement Learning: The Blessing of (More) Optimism | Jun 7, 2019 | Decision Makingreinforcement-learning | —Unverified | 0 |
