| gTLO: A Generalized and Non-linear Multi-Objective Deep Reinforcement Learning Approach | Apr 11, 2022 | Deep Reinforcement LearningDeep-Sea Treasure, Image version | CodeCode Available | 0 |
| Evaluating Vision Transformer Methods for Deep Reinforcement Learning from Pixels | Apr 11, 2022 | Contrastive LearningDeep Reinforcement Learning | —Unverified | 0 |
| MR-iNet Gym: Framework for Edge Deployment of Deep Reinforcement Learning on Embedded Software Defined Radio | Apr 9, 2022 | Deep Reinforcement LearningGPU | —Unverified | 0 |
| Optimizing the Long-Term Behaviour of Deep Reinforcement Learning for Pushing and Grasping | Apr 7, 2022 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| PAnDR: Fast Adaptation to New Environments from Offline Experiences via Decoupling Policy and Environment Representations | Apr 6, 2022 | Contrastive LearningDecision Making | CodeCode Available | 1 |
| DouZero+: Improving DouDizhu AI by Opponent Modeling and Coach-guided Learning | Apr 6, 2022 | Deep Reinforcement Learning | CodeCode Available | 1 |
| Optimal service resource management strategy for IoT-based health information system considering value co-creation of users | Apr 5, 2022 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Learning Pneumatic Non-Prehensile Manipulation with a Mobile Blower | Apr 5, 2022 | Deep Reinforcement Learning | CodeCode Available | 1 |
| Automating Reinforcement Learning with Example-based Resets | Apr 5, 2022 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Optimising Energy Efficiency in UAV-Assisted Networks using Deep Reinforcement Learning | Apr 4, 2022 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Learning High-DOF Reaching-and-Grasping via Dynamic Representation of Gripper-Object Interaction | Apr 3, 2022 | Deep Reinforcement LearningObject | —Unverified | 0 |
| Enhancing Digital Health Services: A Machine Learning Approach to Personalized Exercise Goal Setting | Apr 3, 2022 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Hybrid Transfer in Deep Reinforcement Learning for Ads Allocation | Apr 2, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Building Decision Forest via Deep Reinforcement Learning | Apr 1, 2022 | Binary ClassificationDeep Reinforcement Learning | —Unverified | 0 |
| Maze Learning using a Hyperdimensional Predictive Processing Cognitive Architecture | Mar 31, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Spatio-Temporal Graph Convolutional Neural Networks for Physics-Aware Grid Learning Algorithms | Mar 31, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Mask Atari for Deep Reinforcement Learning as POMDP Benchmarks | Mar 31, 2022 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Investigating the Properties of Neural Network Representations in Reinforcement Learning | Mar 30, 2022 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Reducing Learning Difficulties: One-Step Two-Critic Deep Reinforcement Learning for Inverter-based Volt-Var Control | Mar 30, 2022 | Deep Reinforcement Learning | —Unverified | 0 |
| Towards Interpretable Deep Reinforcement Learning Models via Inverse Reinforcement Learning | Mar 30, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Data-Driven Adaptive Scanning in Ptychography | Mar 29, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning Aided Platoon Control Relying on V2X Information | Mar 28, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Limited Parameter Denoising for Low-dose X-ray Computed Tomography Using Deep Reinforcement Learning | Mar 28, 2022 | Deep LearningDeep Reinforcement Learning | —Unverified | 0 |
| REPTILE: A Proactive Real-Time Deep Reinforcement Learning Self-adaptive Framework | Mar 28, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| 5G Routing Interfered Environment | Mar 28, 2022 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 0 |
| A Novel Neuromorphic Processors Realization of Spiking Deep Reinforcement Learning for Portfolio Management | Mar 26, 2022 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Combining Evolution and Deep Reinforcement Learning for Policy Search: a Survey | Mar 26, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Conservative Q-Learning approach for handling distribution shift in sepsis treatment strategies | Mar 25, 2022 | Deep Reinforcement LearningOffline RL | —Unverified | 0 |
| Dealing with Sparse Rewards Using Graph Neural Networks | Mar 25, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep reinforcement learning for optimal well control in subsurface systems with uncertain geology | Mar 24, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| An Optical Control Environment for Benchmarking Reinforcement Learning Algorithms | Mar 23, 2022 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 0 |
| The state-of-the-art review on resource allocation problem using artificial intelligence methods on various computing paradigms | Mar 23, 2022 | Cloud ComputingDeep Reinforcement Learning | —Unverified | 0 |
| Scalable Deep Reinforcement Learning Algorithms for Mean Field Games | Mar 22, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Is Vanilla Policy Gradient Overlooked? Analyzing Deep Reinforcement Learning for Hanabi | Mar 22, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Review of Metrics to Measure the Stability, Robustness and Resilience of Reinforcement Learning | Mar 22, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| ReCCoVER: Detecting Causal Confusion for Explainable Reinforcement Learning | Mar 21, 2022 | Deep Reinforcement Learningfeature selection | CodeCode Available | 0 |
| Perceiving the World: Question-guided Reinforcement Learning for Text-based Games | Mar 20, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Hierarchical Reinforcement Learning of Locomotion Policies in Response to Approaching Objects: A Preliminary Study | Mar 20, 2022 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| Quantum Multi-Agent Reinforcement Learning via Variational Quantum Circuit Design | Mar 20, 2022 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| Reinforcement learning reward function in unmanned aerial vehicle control tasks | Mar 20, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| MicroRacer: a didactic environment for Deep Reinforcement Learning | Mar 20, 2022 | Car RacingDeep Reinforcement Learning | CodeCode Available | 0 |
| Deep reinforcement learning guided graph neural networks for brain network analysis | Mar 18, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Infinite-Horizon Reach-Avoid Zero-Sum Games via Deep Reinforcement Learning | Mar 18, 2022 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Latency Optimization for Blockchain-Empowered Federated Learning in Multi-Server Edge Computing | Mar 18, 2022 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Proximal Policy Optimization with Adaptive Threshold for Symmetric Relative Density Ratio | Mar 18, 2022 | Deep Reinforcement Learning | —Unverified | 0 |
| Federated Learning for Privacy Preservation in Smart Healthcare Systems: A Comprehensive Survey | Mar 18, 2022 | Deep Reinforcement LearningFederated Learning | —Unverified | 0 |
| GAC: A Deep Reinforcement Learning Model Toward User Incentivization in Unknown Social Networks | Mar 17, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| A Deep Reinforcement Learning-Based Caching Strategy for IoT Networks with Transient Data | Mar 16, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Survey of Multi-Agent Deep Reinforcement Learning with Communication | Mar 16, 2022 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Combining imitation and deep reinforcement learning to accomplish human-level performance on a virtual foraging task | Mar 11, 2022 | Deep Reinforcement LearningImitation Learning | CodeCode Available | 0 |
