| Adversarial Deep Reinforcement Learning in Portfolio Management | Aug 29, 2018 | Deep Reinforcement LearningManagement | CodeCode Available | 1 | 5 |
| Faster Deep Reinforcement Learning with Slower Online Network | Dec 10, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Marathon Environments: Multi-Agent Continuous Control Benchmarks in a Modern Video Game Engine | Feb 25, 2019 | continuous-controlContinuous Control | CodeCode Available | 1 | 5 |
| Market Making with Deep Reinforcement Learning from Limit Order Books | May 25, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Accelerating Deep Reinforcement Learning for Digital Twin Network Optimization with Evolutionary Strategies | Feb 1, 2022 | Deep Reinforcement LearningManagement | CodeCode Available | 1 | 5 |
| A Deep Reinforcement Learning Approach to Marginalized Importance Sampling with the Successor Representation | Jun 12, 2021 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 1 | 5 |
| Deep Reinforcement Learning-Based Mapless Crowd Navigation with Perceived Risk of the Moving Crowd for Mobile Robots | Apr 7, 2023 | Deep Reinforcement LearningNavigate | CodeCode Available | 1 | 5 |
| Maximum a Posteriori Policy Optimisation | Jun 14, 2018 | continuous-controlContinuous Control | CodeCode Available | 1 | 5 |
| Deep Reinforcement Learning based Recommendation with Explicit User-Item Interactions Modeling | Oct 29, 2018 | Collaborative FilteringDecision Making | CodeCode Available | 1 | 5 |
| Deep-Reinforcement-Learning-Based AoI-Aware Resource Allocation for RIS-Aided IoV Networks | Jun 17, 2024 | Deep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Federated Deep Reinforcement Learning for the Distributed Control of NextG Wireless Networks | Dec 7, 2021 | Autonomous VehiclesDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Deep Reinforcement Learning based Group Recommender System | Jun 13, 2021 | Deep Reinforcement LearningRecommendation Systems | CodeCode Available | 1 | 5 |
| Deep Reinforcement Learning Control of Quantum Cartpoles | Oct 21, 2019 | Deep LearningDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Comparing Deep Reinforcement Learning Algorithms in Two-Echelon Supply Chains | Apr 20, 2022 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Deep-Reinforcement-Learning-based Path Planning for Industrial Robots using Distance Sensors as Observation | Jan 14, 2023 | Deep Reinforcement LearningIndustrial Robots | CodeCode Available | 1 | 5 |
| Deep Reinforcement Learning-based Rebalancing Policies for Profit Maximization of Relay Nodes in Payment Channel Networks | Oct 13, 2022 | Deep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Deep Reinforcement Learning for Cryptocurrency Trading: Practical Approach to Address Backtest Overfitting | Sep 12, 2022 | Algorithmic TradingDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Automatic Noise Filtering with Dynamic Sparse Training in Deep Reinforcement Learning | Feb 13, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Deep Reinforcement Learning for Active High Frequency Trading | Jan 18, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Asset Allocation: From Markowitz to Deep Reinforcement Learning | Jul 14, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Deep Reinforcement Learning for Computational Fluid Dynamics on HPC Systems | May 13, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Deep Reinforcement Learning for List-wise Recommendations | Dec 30, 2017 | Deep Reinforcement LearningRecommendation Systems | CodeCode Available | 1 | 5 |
| Adversarially Guided Actor-Critic | Feb 8, 2021 | Deep Reinforcement LearningEfficient Exploration | CodeCode Available | 1 | 5 |
| Deep Reinforcement Learning for Conservation Decisions | Jun 15, 2021 | BIG-bench Machine LearningDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| A Text-based Deep Reinforcement Learning Framework for Interactive Recommendation | Apr 14, 2020 | Deep Reinforcement LearningInteractive Recommendation | CodeCode Available | 1 | 5 |
| Deep Reinforcement Learning for Cost-Effective Medical Diagnosis | Feb 20, 2023 | Anomaly DetectionDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Adversarial Policies: Attacking Deep Reinforcement Learning | May 25, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Model-Based Transfer Learning for Contextual Reinforcement Learning | Aug 8, 2024 | Bayesian Optimizationcontinuous-control | CodeCode Available | 1 | 5 |
| Adversarial Policy Gradient for Deep Learning Image Augmentation | Sep 9, 2019 | ClassificationDeep Learning | CodeCode Available | 1 | 5 |
| Deep Reinforcement Learning for Entity Alignment | Mar 7, 2022 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Model-free Neural Lyapunov Control for Safe Robot Navigation | Mar 2, 2022 | Deep Reinforcement LearningRobot Navigation | CodeCode Available | 1 | 5 |
| Modeling 3D Shapes by Reinforcement Learning | Mar 27, 2020 | Deep Reinforcement LearningImitation Learning | CodeCode Available | 1 | 5 |
| RL-I2IT: Image-to-Image Translation with Deep Reinforcement Learning | Sep 24, 2023 | Auxiliary LearningDecision Making | CodeCode Available | 1 | 5 |
| Deep Reinforcement Learning for Human-Like Driving Policies in Collision Avoidance Tasks of Self-Driving Cars | Jun 7, 2020 | Autonomous VehiclesCollision Avoidance | CodeCode Available | 1 | 5 |
| BeBold: Exploration Beyond the Boundary of Explored Regions | Dec 15, 2020 | Deep Reinforcement LearningEfficient Exploration | CodeCode Available | 1 | 5 |
| Monte-Carlo Tree Search as Regularized Policy Optimization | Jul 24, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Deep Reinforcement Learning for Market Making Under a Hawkes Process-Based Limit Order Book Model | Jul 20, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Deep Reinforcement Learning for Time Allocation and Directional Transmission in Joint Radar-Communication | May 19, 2022 | Autonomous VehiclesDecision Making Under Uncertainty | CodeCode Available | 1 | 5 |
| Multiagent Reinforcement Learning Based on Fusion-Multiactor-Attention-Critic for Multiple-Unmanned-Aerial-Vehicle Navigation Control | Oct 10, 2022 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | CodeCode Available | 1 | 5 |
| Finding Failures in High-Fidelity Simulation using Adaptive Stress Testing and the Backward Algorithm | Jul 27, 2021 | Autonomous VehiclesDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Deep Reinforcement Learning for Producing Furniture Layout in Indoor Scenes | Jan 19, 2021 | Deep Reinforcement LearningPosition | CodeCode Available | 1 | 5 |
| Multi-objective Deep Reinforcement Learning for Mobile Edge Computing | Jul 5, 2023 | Deep Reinforcement LearningEdge-computing | CodeCode Available | 1 | 5 |
| Deep Reinforcement Learning for Process Synthesis | Sep 23, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Scalable Multi-Robot Informative Path Planning for Target Mapping via Deep Reinforcement Learning | Sep 25, 2024 | Collision AvoidanceDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Deep Reinforcement learning for real autonomous mobile robot navigation in indoor environments | May 28, 2020 | continuous-controlContinuous Control | CodeCode Available | 1 | 5 |
| Deep Reinforcement Learning for Real-Time Optimization of Pumps in Water Distribution Systems | Oct 13, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Deep Reinforcement Learning For Sequence to Sequence Models | May 24, 2018 | Abstractive Text SummarizationCaption Generation | CodeCode Available | 1 | 5 |
| Flexible Attention-Based Multi-Policy Fusion for Efficient Deep Reinforcement Learning | Oct 7, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Deep Reinforcement Learning for Solving the Heterogeneous Capacitated Vehicle Routing Problem | Oct 6, 2021 | DecoderDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Forgetful Experience Replay in Hierarchical Reinforcement Learning from Demonstrations | Jun 17, 2020 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 1 | 5 |
