| 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 |
