| Stealthy and Efficient Adversarial Attacks against Deep Reinforcement Learning | May 14, 2020 | Adversarial AttackDeep Reinforcement Learning | —Unverified | 0 |
| Solve Traveling Salesman Problem by Monte Carlo Tree Search and Deep Neural Network | May 14, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Probabilistic Guarantees for Safe Deep Reinforcement Learning | May 14, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Continuous Multiagent Control using Collective Behavior Entropy for Large-Scale Home Energy Management | May 14, 2020 | Deep Reinforcement Learningenergy management | —Unverified | 0 |
| From Simulation to Real World Maneuver Execution using Deep Reinforcement Learning | May 13, 2020 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Proxy Experience Replay: Federated Distillation for Distributed Reinforcement Learning | May 13, 2020 | ClusteringData Augmentation | —Unverified | 0 |
| Unbiased Deep Reinforcement Learning: A General Training Framework for Existing and Future Algorithms | May 12, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| A Deep Reinforcement Learning Approach to Efficient Drone Mobility Support | May 11, 2020 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Organ Localization in CT | May 11, 2020 | Deep Reinforcement LearningImage Retrieval | —Unverified | 0 |
| Optimal PID and Antiwindup Control Design as a Reinforcement Learning Problem | May 10, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Is Deep Reinforcement Learning Ready for Practical Applications in Healthcare? A Sensitivity Analysis of Duel-DDQN for Hemodynamic Management in Sepsis Patients | May 8, 2020 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Robotic Arm Control and Task Training through Deep Reinforcement Learning | May 6, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Safe Reinforcement Learning through Meta-learned Instincts | May 6, 2020 | Deep Reinforcement LearningMeta-Learning | —Unverified | 0 |
| Generalized Planning With Deep Reinforcement Learning | May 5, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Demand-Side Scheduling Based on Multi-Agent Deep Actor-Critic Learning for Smart Grids | May 5, 2020 | Deep Reinforcement LearningDistributional Reinforcement Learning | —Unverified | 0 |
| Optimal Beam Association for High Mobility mmWave Vehicular Networks: Lightweight Parallel Reinforcement Learning Approach | May 2, 2020 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Intelligent Transportation Systems: A Survey | May 2, 2020 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Synthesizing Programmatic Policies that Inductively Generalize | May 1, 2020 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
| Toward Evaluating Robustness of Deep Reinforcement Learning with Continuous Control | May 1, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| Explain Your Move: Understanding Agent Actions Using Focused Feature Saliency | May 1, 2020 | Atari GamesBoard Games | CodeCode Available | 0 |
| Episodic Reinforcement Learning with Associative Memory | May 1, 2020 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Learning Heuristics for Quantified Boolean Formulas through Reinforcement Learning | May 1, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Bootstrap Latent-Predictive Representations for Multitask Reinforcement Learning | Apr 30, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Sim-to-Real Transfer with Incremental Environment Complexity for Reinforcement Learning of Depth-Based Robot Navigation | Apr 30, 2020 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Breaking (Global) Barriers in Parallel Stochastic Optimization with Wait-Avoiding Group Averaging | Apr 30, 2020 | Deep Reinforcement LearningMachine Translation | —Unverified | 0 |
| Improving Target-driven Visual Navigation with Attention on 3D Spatial Relationships | Apr 29, 2020 | Deep Reinforcement LearningVisual Navigation | —Unverified | 0 |
| Graph-based State Representation for Deep Reinforcement Learning | Apr 29, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Molecular Design in Synthetically Accessible Chemical Space via Deep Reinforcement Learning | Apr 29, 2020 | Deep Reinforcement LearningDrug Design | —Unverified | 0 |
| Warm-Start AlphaZero Self-Play Search Enhancements | Apr 26, 2020 | Board GamesDeep Reinforcement Learning | —Unverified | 0 |
| Reinforcement Learning Generalization with Surprise Minimization | Apr 26, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| A State Aggregation Approach for Solving Knapsack Problem with Deep Reinforcement Learning | Apr 25, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Cooperative Perception with Deep Reinforcement Learning for Connected Vehicles | Apr 23, 2020 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Learning Dialog Policies from Weak Demonstrations | Apr 23, 2020 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Qd-tree: Learning Data Layouts for Big Data Analytics | Apr 22, 2020 | BlockingDeep Reinforcement Learning | —Unverified | 0 |
| Flexible and Efficient Long-Range Planning Through Curious Exploration | Apr 22, 2020 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
| AutoEG: Automated Experience Grafting for Off-Policy Deep Reinforcement Learning | Apr 22, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| STDPG: A Spatio-Temporal Deterministic Policy Gradient Agent for Dynamic Routing in SDN | Apr 21, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Approximate exploitability: Learning a best response in large games | Apr 20, 2020 | Deep Reinforcement Learning | —Unverified | 0 |
| Macro-Action-Based Deep Multi-Agent Reinforcement Learning | Apr 18, 2020 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Deep Reinforcement Learning for Adaptive Learning Systems | Apr 17, 2020 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Knowledge-guided Deep Reinforcement Learning for Interactive Recommendation | Apr 17, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Joint User Pairing and Association for Multicell NOMA: A Pointer Network-based Approach | Apr 15, 2020 | Combinatorial OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| ActionSpotter: Deep Reinforcement Learning Framework for Temporal Action Spotting in Videos | Apr 15, 2020 | Action DetectionAction Spotting | —Unverified | 0 |
| Extending Deep Reinforcement Learning Frameworks in Cryptocurrency Market Making | Apr 15, 2020 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Safe deep reinforcement learning-based constrained optimal control scheme for active distribution networks | Apr 15, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Adversarial Evaluation of Autonomous Vehicles in Lane-Change Scenarios | Apr 14, 2020 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Actor-Critic Deep Reinforcement Learning for Solving Job Shop Scheduling Problems | Apr 14, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| A non-cooperative meta-modeling game for automated third-party calibrating, validating, and falsifying constitutive laws with parallelized adversarial attacks | Apr 13, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Deep Reinforcement Learning Framework for Continuous Intraday Market Bidding | Apr 13, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Thinking While Moving: Deep Reinforcement Learning with Concurrent Control | Apr 13, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
