| Answer Set Programming for Non-Stationary Markov Decision Processes | May 3, 2017 | Decision Makingreinforcement-learning | —Unverified | 0 |
| On Improving Deep Reinforcement Learning for POMDPs | Apr 26, 2017 | Atari GamesDecision Making | CodeCode Available | 0 |
| Using Reinforcement Learning for Demand Response of Domestic Hot Water Buffers: a Real-Life Demonstration | Mar 16, 2017 | Decision MakingModel-based Reinforcement Learning | —Unverified | 0 |
| Minimizing Maximum Regret in Commitment Constrained Sequential Decision Making | Mar 14, 2017 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Deep Robust Kalman Filter | Mar 7, 2017 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Deeply AggreVaTeD: Differentiable Imitation Learning for Sequential Prediction | Mar 3, 2017 | Decision MakingDependency Parsing | —Unverified | 0 |
| Active Learning for Accurate Estimation of Linear Models | Mar 2, 2017 | Active LearningDecision Making | —Unverified | 0 |
| Tight Bounds for Bandit Combinatorial Optimization | Feb 24, 2017 | Combinatorial OptimizationDecision Making | —Unverified | 0 |
| Learning to Repeat: Fine Grained Action Repetition for Deep Reinforcement Learning | Feb 20, 2017 | Car RacingDecision Making | —Unverified | 0 |
| Deep Reinforcement Learning for Visual Object Tracking in Videos | Jan 31, 2017 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |