| Adaptive Neural Architectures for Recommender Systems | Nov 11, 2020 | Deep Reinforcement LearningRecommendation Systems | —Unverified | 0 |
| Proximal Policy Optimization via Enhanced Exploration Efficiency | Nov 11, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| Behaviorally Diverse Traffic Simulation via Reinforcement Learning | Nov 11, 2020 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Sim-To-Real Transfer for Miniature Autonomous Car Racing | Nov 11, 2020 | Car RacingDeep Reinforcement Learning | —Unverified | 0 |
| Hierarchical Reinforcement Learning for Relay Selection and Power Optimization in Two-Hop Cooperative Relay Network | Nov 10, 2020 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| Perturbation-based exploration methods in deep reinforcement learning | Nov 10, 2020 | Atari GamesBenchmarking | —Unverified | 0 |
| Optimizing Age of Information Through Aerial Reconfigurable Intelligent Surfaces: A Deep Reinforcement Learning Approach | Nov 9, 2020 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Deep Reinforcement Learning for Navigation in AAA Video Games | Nov 9, 2020 | Deep Reinforcement LearningNavigate | —Unverified | 0 |
| Reinforcement Learning for Autonomous Driving with Latent State Inference and Spatial-Temporal Relationships | Nov 9, 2020 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Deep reinforcement learning for RAN optimization and control | Nov 9, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Challenges of Applying Deep Reinforcement Learning in Dynamic Dispatching | Nov 9, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| On the role of planning in model-based deep reinforcement learning | Nov 8, 2020 | Deep Reinforcement LearningModel-based Reinforcement Learning | —Unverified | 0 |
| Exploring market power using deep reinforcement learning for intelligent bidding strategies | Nov 8, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Single and Multi-Agent Deep Reinforcement Learning for AI-Enabled Wireless Networks: A Tutorial | Nov 6, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| A Few Shot Adaptation of Visual Navigation Skills to New Observations using Meta-Learning | Nov 6, 2020 | Deep Reinforcement LearningMeta-Learning | —Unverified | 0 |
| Motion Prediction on Self-driving Cars: A Review | Nov 6, 2020 | Autonomous VehiclesDeep Reinforcement Learning | —Unverified | 0 |
| Playing optical tweezers with deep reinforcement learning: in virtual, physical and augmented environments | Nov 5, 2020 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| LBGP: Learning Based Goal Planning for Autonomous Following in Front | Nov 5, 2020 | Deep Reinforcement LearningNavigate | —Unverified | 0 |
| Optimal Control-Based Baseline for Guided Exploration in Policy Gradient Methods | Nov 4, 2020 | Deep Reinforcement LearningPolicy Gradient Methods | —Unverified | 0 |
| Generative Inverse Deep Reinforcement Learning for Online Recommendation | Nov 4, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning Based Dynamic Route Planning for Minimizing Travel Time | Nov 3, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Amortized Variational Deep Q Network | Nov 3, 2020 | Deep Reinforcement LearningEfficient Exploration | CodeCode Available | 0 |
| Cooperative Heterogeneous Deep Reinforcement Learning | Nov 2, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| Observation Space Matters: Benchmark and Optimization Algorithm | Nov 2, 2020 | Deep Reinforcement Learning | —Unverified | 0 |
| Multi-IRS-assisted Multi-Cell Uplink MIMO Communications under Imperfect CSI: A Deep Reinforcement Learning Approach | Nov 2, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Instance based Generalization in Reinforcement Learning | Nov 2, 2020 | Deep Reinforcement LearningGeneralization Bounds | CodeCode Available | 0 |
| Learning a Deep Reinforcement Learning Policy Over the Latent Space of a Pre-trained GAN for Semantic Age Manipulation | Nov 2, 2020 | Deep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning in Electricity Generation Investment for the Minimization of Long-Term Carbon Emissions and Electricity Costs | Nov 2, 2020 | Deep Reinforcement Learning | —Unverified | 0 |
| Causal Campbell-Goodhart's law and Reinforcement Learning | Nov 2, 2020 | Causal InferenceDecision Making | CodeCode Available | 0 |
| Efficient Learning of Control Policies for Robust Quadruped Bounding using Pretrained Neural Networks | Nov 1, 2020 | Deep Reinforcement LearningFeature Engineering | —Unverified | 0 |
| Actor-Double-Critic: Incorporating Model-Based Critic for Task-Oriented Dialogue Systems | Nov 1, 2020 | Deep Reinforcement LearningSpoken Dialogue Systems | —Unverified | 0 |
| Can a Robot Trust You? A DRL-Based Approach to Trust-Driven Human-Guided Navigation | Nov 1, 2020 | Deep Reinforcement LearningNavigate | —Unverified | 0 |
| Learning When to Switch: Composing Controllers to Traverse a Sequence of Terrain Artifacts | Nov 1, 2020 | Deep Reinforcement Learning | —Unverified | 0 |
| Deep Reactive Planning in Dynamic Environments | Oct 31, 2020 | Deep Reinforcement Learning | —Unverified | 0 |
| Topic-Preserving Synthetic News Generation: An Adversarial Deep Reinforcement Learning Approach | Oct 30, 2020 | Deep Reinforcement LearningLanguage Modeling | —Unverified | 0 |
| Machine versus Human Attention in Deep Reinforcement Learning Tasks | Oct 29, 2020 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Designing Interpretable Approximations to Deep Reinforcement Learning | Oct 28, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| DeepFoldit -- A Deep Reinforcement Learning Neural Network Folding Proteins | Oct 28, 2020 | Deep Reinforcement LearningProtein Structure Prediction | —Unverified | 0 |
| Can Reinforcement Learning for Continuous Control Generalize Across Physics Engines? | Oct 27, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| Lyapunov-Based Reinforcement Learning State Estimator | Oct 26, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Pairwise heuristic sequence alignment algorithm based on deep reinforcement learning | Oct 26, 2020 | Deep Reinforcement LearningMultiple Sequence Alignment | —Unverified | 0 |
| Behavioral decision-making for urban autonomous driving in the presence of pedestrians using Deep Recurrent Q-Network | Oct 26, 2020 | Autonomous DrivingDecision Making | —Unverified | 0 |
| XLVIN: eXecuted Latent Value Iteration Nets | Oct 25, 2020 | Deep Reinforcement LearningGraph Representation Learning | —Unverified | 0 |
| How to Make Deep RL Work in Practice | Oct 25, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Adaptive Federated Learning and Digital Twin for Industrial Internet of Things | Oct 25, 2020 | ClusteringDeep Reinforcement Learning | —Unverified | 0 |
| Improving the Exploration of Deep Reinforcement Learning in Continuous Domains using Planning for Policy Search | Oct 24, 2020 | Deep Reinforcement LearningModel-based Reinforcement Learning | —Unverified | 0 |
| Motion Planner Augmented Reinforcement Learning for Robot Manipulation in Obstructed Environments | Oct 22, 2020 | Contact-rich ManipulationDeep Reinforcement Learning | —Unverified | 0 |
| Adversarial Attacks on Deep Algorithmic Trading Policies | Oct 22, 2020 | Algorithmic TradingDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning with Stacked Hierarchical Attention for Text-based Games | Oct 22, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Deep Surrogate Q-Learning for Autonomous Driving | Oct 21, 2020 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
