| CORE: Towards Scalable and Efficient Causal Discovery with Reinforcement Learning | Jan 30, 2024 | Causal DiscoveryDeep Reinforcement Learning | CodeCode Available | 1 |
| The Definitive Guide to Policy Gradients in Deep Reinforcement Learning: Theory, Algorithms and Implementations | Jan 24, 2024 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Enhancing System-Level Safety in Mixed-Autonomy Platoon via Safe Reinforcement Learning | Jan 20, 2024 | Autonomous DrivingCollision Avoidance | CodeCode Available | 1 |
| Exploration and Anti-Exploration with Distributional Random Network Distillation | Jan 18, 2024 | D4RLDeep Reinforcement Learning | CodeCode Available | 1 |
| Bridging State and History Representations: Understanding Self-Predictive RL | Jan 17, 2024 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| An experimental evaluation of Deep Reinforcement Learning algorithms for HVAC control | Jan 11, 2024 | Deep Reinforcement LearningIncremental Learning | CodeCode Available | 1 |
| Interpretable Concept Bottlenecks to Align Reinforcement Learning Agents | Jan 11, 2024 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| HAIM-DRL: Enhanced Human-in-the-loop Reinforcement Learning for Safe and Efficient Autonomous Driving | Jan 6, 2024 | AI AgentAutonomous Driving | CodeCode Available | 1 |
| Autonomous Driving using Residual Sensor Fusion and Deep Reinforcement Learning | Dec 27, 2023 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| PDiT: Interleaving Perception and Decision-making Transformers for Deep Reinforcement Learning | Dec 26, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| MaDi: Learning to Mask Distractions for Generalization in Visual Deep Reinforcement Learning | Dec 23, 2023 | Data AugmentationDeep Reinforcement Learning | CodeCode Available | 1 |
| Parameterized Decision-making with Multi-modal Perception for Autonomous Driving | Dec 19, 2023 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| The Animal-AI Environment: A Virtual Laboratory For Comparative Cognition and Artificial Intelligence Research | Dec 18, 2023 | Deep Reinforcement Learning | CodeCode Available | 1 |
| MPC-Inspired Reinforcement Learning for Verifiable Model-Free Control | Dec 8, 2023 | Deep Reinforcement LearningModel Predictive Control | CodeCode Available | 1 |
| Towards Decentralized Task Offloading and Resource Allocation in User-Centric Mobile Edge Computing | Dec 3, 2023 | Deep Reinforcement LearningEdge-computing | CodeCode Available | 1 |
| Age-Based Scheduling for Mobile Edge Computing: A Deep Reinforcement Learning Approach | Dec 1, 2023 | Deep Reinforcement LearningEdge-computing | CodeCode Available | 1 |
| Utilizing Explainability Techniques for Reinforcement Learning Model Assurance | Nov 27, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Decentralized Energy Marketplace via NFTs and AI-based Agents | Nov 17, 2023 | Deep Reinforcement Learningenergy management | CodeCode Available | 1 |
| Uni-O4: Unifying Online and Offline Deep Reinforcement Learning with Multi-Step On-Policy Optimization | Nov 6, 2023 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| Hierarchical Framework for Interpretable and Probabilistic Model-Based Safe Reinforcement Learning | Oct 28, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Safe Navigation: Training Autonomous Vehicles using Deep Reinforcement Learning in CARLA | Oct 23, 2023 | Autonomous VehiclesDeep Reinforcement Learning | CodeCode Available | 1 |
| Neural Multi-Objective Combinatorial Optimization with Diversity Enhancement | Oct 22, 2023 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 |
| Deep Reinforcement Learning-based Intelligent Traffic Signal Controls with Optimized CO2 emissions | Oct 19, 2023 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 1 |
| Hieros: Hierarchical Imagination on Structured State Space Sequence World Models | Oct 8, 2023 | Deep Reinforcement Learning | CodeCode Available | 1 |
| Surgical Gym: A high-performance GPU-based platform for reinforcement learning with surgical robots | Oct 7, 2023 | Deep Reinforcement LearningGPU | CodeCode Available | 1 |
