| Hindsight Reward Tweaking via Conditional Deep Reinforcement Learning | Sep 6, 2021 | Deep Reinforcement LearningMuJoCo | —Unverified | 0 |
| Hierarchical Object-to-Zone Graph for Object Navigation | Sep 5, 2021 | Deep Reinforcement LearningObject | CodeCode Available | 1 |
| Soft Hierarchical Graph Recurrent Networks for Many-Agent Partially Observable Environments | Sep 5, 2021 | Deep Reinforcement LearningGraph Attention | —Unverified | 0 |
| An Exploration of Deep Learning Methods in Hungry Geese | Sep 5, 2021 | Deep LearningDeep Reinforcement Learning | CodeCode Available | 0 |
| Temporal Shift Reinforcement Learning | Sep 5, 2021 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Reinforcement Learning for Battery Energy Storage Dispatch augmented with Model-based Optimizer | Sep 2, 2021 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
| Catastrophic Interference in Reinforcement Learning: A Solution Based on Context Division and Knowledge Distillation | Sep 1, 2021 | Deep Reinforcement LearningGeneral Reinforcement Learning | CodeCode Available | 0 |
| Learning Practically Feasible Policies for Online 3D Bin Packing | Aug 31, 2021 | 3D Bin PackingCollision Avoidance | CodeCode Available | 2 |
| WarpDrive: Extremely Fast End-to-End Deep Multi-Agent Reinforcement Learning on a GPU | Aug 31, 2021 | CPUDecision Making | CodeCode Available | 1 |
| Learning to Synthesize Programs as Interpretable and Generalizable Policies | Aug 31, 2021 | Deep Reinforcement LearningProgram Synthesis | CodeCode Available | 1 |
| Deep Reinforcement Learning at the Edge of the Statistical Precipice | Aug 30, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Communication-Computation Efficient Device-Edge Co-Inference via AutoML | Aug 30, 2021 | AutoMLDecoder | —Unverified | 0 |
| Investigating Vulnerabilities of Deep Neural Policies | Aug 30, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Path Planning for Cellular-Connected UAV: A DRL Solution with Quantum-Inspired Experience Replay | Aug 30, 2021 | Deep Reinforcement LearningDiversity | —Unverified | 0 |
| Autonomous Curiosity for Real-Time Training Onboard Robotic Agents | Aug 29, 2021 | Deep Reinforcement Learningobject-detection | —Unverified | 0 |
| A Policy Efficient Reduction Approach to Convex Constrained Deep Reinforcement Learning | Aug 29, 2021 | Deep Reinforcement LearningGeneral Reinforcement Learning | —Unverified | 0 |
| DASHA: Decentralized Autofocusing System with Hierarchical Agents | Aug 29, 2021 | Deep Reinforcement Learningobject-detection | CodeCode Available | 0 |
| Accelerating Serverless Computing by Harvesting Idle Resources | Aug 28, 2021 | Deep Reinforcement Learning | —Unverified | 0 |
| Reinforcement Learning based Condition-oriented Maintenance Scheduling for Flow Line Systems | Aug 27, 2021 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Deep Reinforcement Learning for Wireless Resource Allocation Using Buffer State Information | Aug 27, 2021 | Deep Reinforcement LearningFairness | —Unverified | 0 |
| WAD: A Deep Reinforcement Learning Agent for Urban Autonomous Driving | Aug 27, 2021 | Atari GamesAutonomous Driving | —Unverified | 0 |
| Deep Reinforcement Learning for Dynamic Band Switch in Cellular-Connected UAV | Aug 26, 2021 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Deep Reinforcement Learning in Computer Vision: A Comprehensive Survey | Aug 25, 2021 | Deep Reinforcement LearningImage Segmentation | —Unverified | 0 |
| Responsive Regulation of Dynamic UAV Communication Networks Based on Deep Reinforcement Learning | Aug 25, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Entropy-Aware Model Initialization for Effective Exploration in Deep Reinforcement Learning | Aug 24, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| 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 |
