| Improving Generalization of Reinforcement Learning with Minimax Distributional Soft Actor-Critic | Feb 13, 2020 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Effective Reinforcement Learning through Evolutionary Surrogate-Assisted Prescription | Feb 13, 2020 | Decision Makingreinforcement-learning | CodeCode Available | 1 |
| Accelerating Reinforcement Learning for Reaching using Continuous Curriculum Learning | Feb 7, 2020 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Does the Markov Decision Process Fit the Data: Testing for the Markov Property in Sequential Decision Making | Feb 5, 2020 | Decision Makingreinforcement-learning | CodeCode Available | 1 |
| Bridging the Gap: Providing Post-Hoc Symbolic Explanations for Sequential Decision-Making Problems with Inscrutable Representations | Feb 4, 2020 | Decision MakingMontezuma's Revenge | —Unverified | 0 |
| Computing the Feedback Capacity of Finite State Channels using Reinforcement Learning | Jan 27, 2020 | Computational EfficiencyDecision Making | CodeCode Available | 0 |
| Fairness in Learning-Based Sequential Decision Algorithms: A Survey | Jan 14, 2020 | Decision MakingFairness | —Unverified | 0 |
| Statistical Inference of the Value Function for Reinforcement Learning in Infinite Horizon Settings | Jan 13, 2020 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| A storage expansion planning framework using reinforcement learning and simulation-based optimization | Jan 10, 2020 | Decision MakingQ-Learning | —Unverified | 0 |
| On Computation and Generalization of Generative Adversarial Imitation Learning | Jan 9, 2020 | Decision MakingImitation Learning | —Unverified | 0 |
