| Zeus: Efficiently Localizing Actions in Videos using Reinforcement Learning | Apr 6, 2021 | Action ClassificationAction Detection | —Unverified | 0 |
| Distributed Deep Reinforcement Learning for Collaborative Spectrum Sharing | Apr 6, 2021 | Combinatorial OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| Influencing Reinforcement Learning through Natural Language Guidance | Apr 4, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Learning-Based UAV Trajectory Optimization with Collision Avoidance and Connectivity Constraints | Apr 3, 2021 | Collision AvoidanceDecision Making | —Unverified | 0 |
| Deep Reinforcement Learning Powered IRS-Assisted Downlink NOMA | Apr 3, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Federated Double Deep Q-learning for Joint Delay and Energy Minimization in IoT networks | Apr 2, 2021 | Deep Reinforcement LearningFederated Learning | —Unverified | 0 |
| Low Dose Helical CBCT denoising by using domain filtering with deep reinforcement learning | Apr 2, 2021 | Deep Reinforcement LearningDenoising | —Unverified | 0 |
| AdaPool: A Diurnal-Adaptive Fleet Management Framework using Model-Free Deep Reinforcement Learning and Change Point Detection | Apr 1, 2021 | Change Point DetectionDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Constrained Field Development Optimization in Subsurface Two-phase Flow | Mar 31, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| RLAD: Time Series Anomaly Detection through Reinforcement Learning and Active Learning | Mar 31, 2021 | Active LearningAnomaly Detection | —Unverified | 0 |
| Co-Adaptation of Algorithmic and Implementational Innovations in Inference-based Deep Reinforcement Learning | Mar 31, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| RIS-Assisted UAV for Timely Data Collection in IoT Networks | Mar 31, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Simultaneous Navigation and Construction Benchmarking Environments | Mar 31, 2021 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 1 |
| Solving Heterogeneous General Equilibrium Economic Models with Deep Reinforcement Learning | Mar 31, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning for Resource Allocation in Business Processes | Mar 29, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Augmenting Automated Game Testing with Deep Reinforcement Learning | Mar 29, 2021 | Deep Reinforcement LearningFPS Games | —Unverified | 0 |
| Deep reinforcement learning of event-triggered communication and control for multi-agent cooperative transport | Mar 29, 2021 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Joint Resource Management for MC-NOMA: A Deep Reinforcement Learning Approach | Mar 29, 2021 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Measuring Sample Efficiency and Generalization in Reinforcement Learning Benchmarks: NeurIPS 2020 Procgen Benchmark | Mar 29, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| KnowRU: Knowledge Reusing via Knowledge Distillation in Multi-agent Reinforcement Learning | Mar 27, 2021 | Deep Reinforcement LearningKnowledge Distillation | —Unverified | 0 |
| SegVisRL: Visuomotor Development for a Lunar Rover for Hazard Avoidance using Camera Images | Mar 26, 2021 | Deep Reinforcement Learning | —Unverified | 0 |
| MedSelect: Selective Labeling for Medical Image Classification Combining Meta-Learning with Deep Reinforcement Learning | Mar 26, 2021 | Deep Reinforcement LearningGeneral Classification | CodeCode Available | 1 |
| OmniHang: Learning to Hang Arbitrary Objects using Contact Point Correspondences and Neural Collision Estimation | Mar 26, 2021 | Deep Reinforcement LearningObject | CodeCode Available | 0 |
| Character Controllers Using Motion VAEs | Mar 26, 2021 | Continuous ControlDeep Reinforcement Learning | CodeCode Available | 1 |
| Barrier Function-based Safe Reinforcement Learning for Emergency Control of Power Systems | Mar 26, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Agent with Warm Start and Adaptive Dynamic Termination for Plane Localization in 3D Ultrasound | Mar 26, 2021 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| A Meta-Reinforcement Learning Approach to Process Control | Mar 25, 2021 | Deep Reinforcement LearningMeta-Learning | —Unverified | 0 |
| AoA-Based Pilot Assignment in Massive MIMO Systems Using Deep Reinforcement Learning | Mar 25, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Model Predictive Actor-Critic: Accelerating Robot Skill Acquisition with Deep Reinforcement Learning | Mar 25, 2021 | Deep Reinforcement LearningModel-based Reinforcement Learning | CodeCode Available | 1 |
| Hierarchical Program-Triggered Reinforcement Learning Agents For Automated Driving | Mar 25, 2021 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| The Gradient Convergence Bound of Federated Multi-Agent Reinforcement Learning with Efficient Communication | Mar 24, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Spatial Intention Maps for Multi-Agent Mobile Manipulation | Mar 23, 2021 | Deep Reinforcement Learning | CodeCode Available | 1 |
| Policy Information Capacity: Information-Theoretic Measure for Task Complexity in Deep Reinforcement Learning | Mar 23, 2021 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Smart Scheduling based on Deep Reinforcement Learning for Cellular Networks | Mar 22, 2021 | Deep Reinforcement LearningFairness | —Unverified | 0 |
| IPAPRec: A promising tool for learning high-performance mapless navigation skills with deep reinforcement learning | Mar 22, 2021 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| MaAST: Map Attention with Semantic Transformersfor Efficient Visual Navigation | Mar 21, 2021 | Deep Reinforcement LearningSemantic Segmentation | —Unverified | 0 |
| Robust Multi-Modal Policies for Industrial Assembly via Reinforcement Learning and Demonstrations: A Large-Scale Study | Mar 21, 2021 | Deep Reinforcement Learning | —Unverified | 0 |
| Image Synthesis for Data Augmentation in Medical CT using Deep Reinforcement Learning | Mar 18, 2021 | Data AugmentationDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning-Aided RAN Slicing Enforcement for B5G Latency Sensitive Services | Mar 18, 2021 | Autonomous DrivingCloud Computing | —Unverified | 0 |
| Combining Pessimism with Optimism for Robust and Efficient Model-Based Deep Reinforcement Learning | Mar 18, 2021 | Deep Reinforcement LearningModel-based Reinforcement Learning | —Unverified | 0 |
| Learning to Recommend Frame for Interactive Video Object Segmentation in the Wild | Mar 18, 2021 | Deep Reinforcement LearningInteractive Video Object Segmentation | CodeCode Available | 1 |
| Self-Organizing mmWave MIMO Cell-Free Networks With Hybrid Beamforming: A Hierarchical DRL-Based Design | Mar 17, 2021 | ClusteringDeep Reinforcement Learning | —Unverified | 0 |
| Decentralized Reinforcement Learning for Multi-Target Search and Detection by a Team of Drones | Mar 17, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| TeachMyAgent: a Benchmark for Automatic Curriculum Learning in Deep RL | Mar 17, 2021 | Deep Reinforcement Learning | CodeCode Available | 1 |
| Goal-constrained Sparse Reinforcement Learning for End-to-End Driving | Mar 16, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Building Safer Autonomous Agents by Leveraging Risky Driving Behavior Knowledge | Mar 16, 2021 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Inclined Quadrotor Landing using Deep Reinforcement Learning | Mar 16, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Deep Reinforcement Learning for Band Selection in Hyperspectral Image Classification | Mar 15, 2021 | ClassificationDeep Reinforcement Learning | CodeCode Available | 1 |
| Autonomous Drone Racing with Deep Reinforcement Learning | Mar 15, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learning Symbolic Rules for Interpretable Deep Reinforcement Learning | Mar 15, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
