| No DBA? No regret! Multi-armed bandits for index tuning of analytical and HTAP workloads with provable guarantees | Aug 23, 2021 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Dynamic Difficulty Adjustment in Virtual Reality Exergames through Experience-driven Procedural Content Generation | Aug 19, 2021 | Deep Reinforcement Learning | —Unverified | 0 |
| A Reinforcement Learning Approach for GNSS Spoofing Attack Detection of Autonomous Vehicles | Aug 19, 2021 | Autonomous VehiclesDeep Reinforcement Learning | —Unverified | 0 |
| Explainable Deep Reinforcement Learning Using Introspection in a Non-episodic Task | Aug 18, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Optimal Placement of Public Electric Vehicle Charging Stations Using Deep Reinforcement Learning | Aug 17, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Diversity-based Trajectory and Goal Selection with Hindsight Experience Replay | Aug 17, 2021 | Deep Reinforcement LearningDiversity | CodeCode Available | 1 |
| Neural-to-Tree Policy Distillation with Policy Improvement Criterion | Aug 16, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Optimal Scheduling of Isolated Microgrids Using Automated Reinforcement Learning-based Multi-period Forecasting | Aug 15, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Microscopic Pandemic Simulator for Pandemic Prediction Using Scalable Million-Agent Reinforcement Learning | Aug 14, 2021 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Reinforcement Learning for Robot Navigation with Adaptive Forward Simulation Time (AFST) in a Semi-Markov Model | Aug 13, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Does Explicit Prediction Matter in Deep Reinforcement Learning-Based Energy Management? | Aug 11, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| DQ-GAT: Towards Safe and Efficient Autonomous Driving with Deep Q-Learning and Graph Attention Networks | Aug 11, 2021 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Demand Driven Services in Logistics and Transportation Systems: A Survey | Aug 10, 2021 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| A Survey on Deep Reinforcement Learning for Data Processing and Analytics | Aug 10, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| High Quality Related Search Query Suggestions using Deep Reinforcement Learning | Aug 10, 2021 | Deep Reinforcement LearningDiversity | —Unverified | 0 |
| Safe Deep Reinforcement Learning for Multi-Agent Systems with Continuous Action Spaces | Aug 9, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| A Study on Dense and Sparse (Visual) Rewards in Robot Policy Learning | Aug 6, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning for Intelligent Reflecting Surface-assisted D2D Communications | Aug 6, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learning to Design and Construct Bridge without Blueprint | Aug 5, 2021 | Deep Reinforcement LearningMotion Planning | —Unverified | 0 |
| RIS-assisted UAV Communications for IoT with Wireless Power Transfer Using Deep Reinforcement Learning | Aug 5, 2021 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| DRL-based Slice Placement Under Non-Stationary Conditions | Aug 5, 2021 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Ensemble Consensus-based Representation Deep Reinforcement Learning for Hybrid FSO/RF Communication Systems | Aug 5, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning for Continuous Docking Control of Autonomous Underwater Vehicles: A Benchmarking Study | Aug 5, 2021 | BenchmarkingDeep Reinforcement Learning | —Unverified | 0 |
| The AI Economist: Optimal Economic Policy Design via Two-level Deep Reinforcement Learning | Aug 5, 2021 | counterfactualDeep Reinforcement Learning | CodeCode Available | 1 |
| On the Robustness of Controlled Deep Reinforcement Learning for Slice Placement | Aug 5, 2021 | Deep Reinforcement LearningManagement | —Unverified | 0 |
