| Deep Binary Reinforcement Learning for Scalable Verification | Mar 11, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 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 |
| Near-optimal Deep Reinforcement Learning Policies from Data for Zone Temperature Control | Mar 10, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Human-Like Navigation Behavior: A Statistical Evaluation Framework | Mar 10, 2022 | Deep Reinforcement Learning | —Unverified | 0 |
| Minimizing the AoI in Resource-Constrained Multi-Source Relaying Systems: Dynamic and Learning-based Scheduling | Mar 10, 2022 | Deep Reinforcement LearningScheduling | —Unverified | 0 |
| SAGE: Generating Symbolic Goals for Myopic Models in Deep Reinforcement Learning | Mar 9, 2022 | Deep Reinforcement LearningMinecraft | CodeCode Available | 0 |
| Multi-Objective reward generalization: Improving performance of Deep Reinforcement Learning for applications in single-asset trading | Mar 9, 2022 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| Investigation of Factorized Optical Flows as Mid-Level Representations | Mar 9, 2022 | Deep Reinforcement LearningOptical Flow Estimation | —Unverified | 0 |
| Multi-robot Cooperative Pursuit via Potential Field-Enhanced Reinforcement Learning | Mar 9, 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 |
| 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 |
| A Practical AoI Scheduler in IoT Networks with Relays | Mar 8, 2022 | Deep Reinforcement LearningScheduling | —Unverified | 0 |
| Policy-Based Bayesian Experimental Design for Non-Differentiable Implicit Models | Mar 8, 2022 | Deep Reinforcement LearningExperimental Design | —Unverified | 0 |
| A Survey on Reinforcement Learning Methods in Character Animation | Mar 7, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Knowledge Transfer in Deep Reinforcement Learning for Slice-Aware Mobility Robustness Optimization | Mar 7, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning for Entity Alignment | Mar 7, 2022 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Co-Optimization of On-Ramp Merging and Plug-In Hybrid Electric Vehicle Power Split Using Deep Reinforcement Learning | Mar 7, 2022 | Deep Reinforcement Learningenergy management | —Unverified | 0 |
| Efficient Policy Generation in Multi-Agent Systems via Hypergraph Neural Network | Mar 7, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Reinforcement Learning for Location-Aware Scheduling | Mar 7, 2022 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Hierarchically Structured Scheduling and Execution of Tasks in a Multi-Agent Environment | Mar 6, 2022 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Deep Reinforcement Learning based Model-free On-line Dynamic Multi-Microgrid Formation to Enhance Resilience | Mar 6, 2022 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Offline Deep Reinforcement Learning for Dynamic Pricing of Consumer Credit | Mar 6, 2022 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Leveraging Reward Gradients For Reinforcement Learning in Differentiable Physics Simulations | Mar 6, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Cloud-Edge Training Architecture for Sim-to-Real Deep Reinforcement Learning | Mar 4, 2022 | Deep Reinforcement LearningDomain Adaptation | —Unverified | 0 |
| Bilateral Deep Reinforcement Learning Approach for Better-than-human Car Following Model | Mar 3, 2022 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Modality-Adaptive Mixup and Invariant Decomposition for RGB-Infrared Person Re-Identification | Mar 3, 2022 | Deep Reinforcement LearningPerson Re-Identification | —Unverified | 0 |
| Imitation and Adaptation Based on Consistency: A Quadruped Robot Imitates Animals from Videos Using Deep Reinforcement Learning | Mar 2, 2022 | Deep Reinforcement LearningMotion Planning | —Unverified | 0 |
| Andes_gym: A Versatile Environment for Deep Reinforcement Learning in Power Systems | Mar 2, 2022 | Deep Reinforcement LearningOpenAI Gym | CodeCode Available | 0 |
| Model-free Neural Lyapunov Control for Safe Robot Navigation | Mar 2, 2022 | Deep Reinforcement LearningRobot Navigation | CodeCode Available | 1 |
| Keeping Minimal Experience to Achieve Efficient Interpretable Policy Distillation | Mar 2, 2022 | Deep Reinforcement Learning | —Unverified | 0 |
| Combining Reinforcement Learning and Optimal Transport for the Traveling Salesman Problem | Mar 2, 2022 | Combinatorial OptimizationDeep Learning | CodeCode Available | 0 |
| Affordance Learning from Play for Sample-Efficient Policy Learning | Mar 1, 2022 | Deep Reinforcement LearningMotion Planning | CodeCode Available | 1 |
| Explaining a Deep Reinforcement Learning Docking Agent Using Linear Model Trees with User Adapted Visualization | Mar 1, 2022 | Deep Reinforcement LearningExplainable artificial intelligence | —Unverified | 0 |
| Approximating a deep reinforcement learning docking agent using linear model trees | Mar 1, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Developing a Chatbot system using Deep Learning based for Universities consultancy | Feb 28, 2022 | ChatbotDeep Learning | CodeCode Available | 0 |
| Hierarchical Multi-Agent DRL-Based Framework for Joint Multi-RAT Assignment and Dynamic Resource Allocation in Next-Generation HetNets | Feb 28, 2022 | Deep Reinforcement Learning | —Unverified | 0 |
| RL-PGO: Reinforcement Learning-based Planar Pose-Graph Optimization | Feb 26, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Domain Knowledge-Based Automated Analog Circuit Design with Deep Reinforcement Learning | Feb 26, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Building a 3-Player Mahjong AI using Deep Reinforcement Learning | Feb 25, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Consolidated Adaptive T-soft Update for Deep Reinforcement Learning | Feb 25, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning-Based Joint Satellite Scheduling and Resource Allocation in Satellite-Terrestrial Integrated Networks | Feb 24, 2022 | Deep Reinforcement LearningScheduling | —Unverified | 0 |
| Quantum Deep Reinforcement Learning for Robot Navigation Tasks | Feb 24, 2022 | BIG-bench Machine LearningDeep Reinforcement Learning | CodeCode Available | 0 |
| Blockchain Framework for Artificial Intelligence Computation | Feb 23, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Using Deep Reinforcement Learning with Automatic Curriculum Learning for Mapless Navigation in Intralogistics | Feb 23, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Multi-fidelity reinforcement learning framework for shape optimization | Feb 22, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Comparative Study of Deep Reinforcement Learning-based Transferable Energy Management Strategies for Hybrid Electric Vehicles | Feb 22, 2022 | Deep Reinforcement Learningenergy management | CodeCode Available | 1 |
| Behaviour-Diverse Automatic Penetration Testing: A Curiosity-Driven Multi-Objective Deep Reinforcement Learning Approach | Feb 22, 2022 | Deep Reinforcement LearningMulti-Objective Reinforcement Learning | —Unverified | 0 |
| CCPT: Automatic Gameplay Testing and Validation with Curiosity-Conditioned Proximal Trajectories | Feb 21, 2022 | Deep Reinforcement LearningGame Design | —Unverified | 0 |
