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| Spatio-Temporal Graph Convolutional Neural Networks for Physics-Aware Grid Learning Algorithms | Mar 31, 2022 | Deep Reinforcement Learningreinforcement-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 |
| 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 |
| Deep Reinforcement Learning Aided Platoon Control Relying on V2X Information | 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 |
| Dealing with Sparse Rewards Using Graph Neural Networks | Mar 25, 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 |
| 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 |
| 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 |
| Scalable Deep Reinforcement Learning Algorithms for Mean Field Games | 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 |
| Reinforcement learning reward function in unmanned aerial vehicle control tasks | Mar 20, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 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 |
| MicroRacer: a didactic environment for Deep Reinforcement Learning | Mar 20, 2022 | Car RacingDeep Reinforcement Learning | CodeCode Available | 0 |
| Infinite-Horizon Reach-Avoid Zero-Sum Games via Deep Reinforcement Learning | Mar 18, 2022 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Federated Learning for Privacy Preservation in Smart Healthcare Systems: A Comprehensive Survey | Mar 18, 2022 | Deep Reinforcement LearningFederated Learning | —Unverified | 0 |
| Latency Optimization for Blockchain-Empowered Federated Learning in Multi-Server Edge Computing | Mar 18, 2022 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Deep reinforcement learning guided graph neural networks for brain network analysis | Mar 18, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Proximal Policy Optimization with Adaptive Threshold for Symmetric Relative Density Ratio | Mar 18, 2022 | Deep Reinforcement 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 |
| Deep Binary Reinforcement Learning for Scalable Verification | Mar 11, 2022 | Deep Reinforcement Learningreinforcement-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 |
| Active Phase-Encode Selection for Slice-Specific Fast MR Scanning Using a Transformer-Based Deep Reinforcement Learning Framework | Mar 11, 2022 | Deep Reinforcement LearningImage Reconstruction | —Unverified | 0 |
| Graph Neural Networks for Relational Inductive Bias in Vision-based Deep Reinforcement Learning of Robot Control | Mar 11, 2022 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |
| Human-Like Navigation Behavior: A Statistical Evaluation Framework | Mar 10, 2022 | Deep Reinforcement Learning | —Unverified | 0 |
| Near-optimal Deep Reinforcement Learning Policies from Data for Zone Temperature Control | Mar 10, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Minimizing the AoI in Resource-Constrained Multi-Source Relaying Systems: Dynamic and Learning-based Scheduling | Mar 10, 2022 | Deep Reinforcement LearningScheduling | —Unverified | 0 |
| Multi-robot Cooperative Pursuit via Potential Field-Enhanced Reinforcement Learning | Mar 9, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| SAGE: Generating Symbolic Goals for Myopic Models in Deep Reinforcement Learning | Mar 9, 2022 | Deep Reinforcement LearningMinecraft | CodeCode Available | 0 |
| Investigation of Factorized Optical Flows as Mid-Level Representations | Mar 9, 2022 | Deep Reinforcement LearningOptical Flow Estimation | —Unverified | 0 |
| A Practical AoI Scheduler in IoT Networks with Relays | Mar 8, 2022 | Deep Reinforcement LearningScheduling | —Unverified | 0 |
| Designing Heterogeneous GNNs with Desired Permutation Properties for Wireless Resource Allocation | Mar 8, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Multi-Agent Broad Reinforcement Learning for Intelligent Traffic Light Control | Mar 8, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Rényi State Entropy for Exploration Acceleration in Reinforcement Learning | Mar 8, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Policy-Based Bayesian Experimental Design for Non-Differentiable Implicit Models | Mar 8, 2022 | Deep Reinforcement LearningExperimental Design | —Unverified | 0 |
| Efficient Policy Generation in Multi-Agent Systems via Hypergraph Neural Network | Mar 7, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| A Survey on Reinforcement Learning Methods in Character Animation | Mar 7, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
