| Efficient Exploration of Reward Functions in Inverse Reinforcement Learning via Bayesian Optimization | Nov 17, 2020 | Bayesian OptimizationEfficient Exploration | —Unverified | 0 |
| Towards a General Framework for ML-based Self-tuning Databases | Nov 16, 2020 | Bayesian OptimizationReinforcement Learning (RL) | —Unverified | 0 |
| Treatment Allocation with Strategic Agents | Nov 12, 2020 | Bayesian OptimizationMarketing | —Unverified | 0 |
| A Learning-Based Tune-Free Control Framework for Large Scale Autonomous Driving System Deployment | Nov 9, 2020 | Autonomous DrivingBayesian Optimization | —Unverified | 0 |
| Continuous surrogate-based optimization algorithms are well-suited for expensive discrete problems | Nov 6, 2020 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| ASFGNN: Automated Separated-Federated Graph Neural Network | Nov 6, 2020 | Bayesian OptimizationGraph Neural Network | —Unverified | 0 |
| Bayesian Variational Optimization for Combinatorial Spaces | Nov 3, 2020 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Policy Transfer via Kinematic Domain Randomization and Adaptation | Nov 3, 2020 | Bayesian OptimizationDomain Adaptation | CodeCode Available | 1 |
| Multi-Fidelity Multi-Objective Bayesian Optimization: An Output Space Entropy Search Approach | Nov 2, 2020 | Bayesian Optimization | —Unverified | 0 |
| Improved Max-value Entropy Search for Multi-objective Bayesian Optimization with Constraints | Nov 2, 2020 | Bayesian Optimization | CodeCode Available | 0 |
