| Reinforcement Learning | May 29, 2020 | Autonomous VehiclesBoard Games | CodeCode Available | 0 |
| Dynamic Bi-Objective Routing of Multiple Vehicles | May 28, 2020 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Active Measure Reinforcement Learning for Observation Cost Minimization | May 26, 2020 | Decision MakingQ-Learning | —Unverified | 0 |
| Causal Bayesian Optimization | May 24, 2020 | Bayesian OptimizationCausal Inference | —Unverified | 0 |
| Implementability of Honest Multi-Agent Sequential Decision-Making with Dynamic Population | May 19, 2020 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Think Too Fast Nor Too Slow: The Computational Trade-off Between Planning And Reinforcement Learning | May 15, 2020 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 0 |
| Scalable First-Order Methods for Robust MDPs | May 11, 2020 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Divide-and-Conquer Monte Carlo Tree Search For Goal-Directed Planning | Apr 23, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| iCORPP: Interleaved Commonsense Reasoning and Probabilistic Planning on Robots | Apr 18, 2020 | Decision MakingManagement | —Unverified | 0 |
| Actor-Critic Deep Reinforcement Learning for Solving Job Shop Scheduling Problems | Apr 14, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Sequential Batch Learning in Finite-Action Linear Contextual Bandits | Apr 14, 2020 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |
| Distributed Learning: Sequential Decision Making in Resource-Constrained Environments | Apr 13, 2020 | Decision MakingSequential Decision Making | —Unverified | 0 |
| A Deep Reinforcement Learning Framework for Continuous Intraday Market Bidding | Apr 13, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Learning Sparse Rewarded Tasks from Sub-Optimal Demonstrations | Apr 1, 2020 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Off-policy Policy Evaluation For Sequential Decisions Under Unobserved Confounding | Mar 12, 2020 | Decision MakingManagement | CodeCode Available | 0 |
| Learning Discrete State Abstractions With Deep Variational Inference | Mar 9, 2020 | Decision MakingMulti-Goal Reinforcement Learning | CodeCode Available | 0 |
| Human AI interaction loop training: New approach for interactive reinforcement learning | Mar 9, 2020 | Decision MakingImitation Learning | —Unverified | 0 |
| A Farewell to Arms: Sequential Reward Maximization on a Budget with a Giving Up Option | Mar 6, 2020 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |
| Distributional Robustness and Regularization in Reinforcement Learning | Mar 5, 2020 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Exploration-Exploitation in Constrained MDPs | Mar 4, 2020 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Structure-Adaptive Sequential Testing for Online False Discovery Rate Control | Feb 28, 2020 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Reinforcement Learning of Risk-Constrained Policies in Markov Decision Processes | Feb 27, 2020 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Information Directed Sampling for Linear Partial Monitoring | Feb 25, 2020 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Online Batch Decision-Making with High-Dimensional Covariates | Feb 21, 2020 | Decision MakingMarketing | —Unverified | 0 |
| Weakly-supervised Multi-output Regression via Correlated Gaussian Processes | Feb 19, 2020 | Decision MakingGaussian Processes | —Unverified | 0 |