| A DRL solution to help reduce the cost in waiting time of securing a traffic light for cyclists | Nov 23, 2023 | Deep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Curious Exploration and Return-based Memory Restoration for Deep Reinforcement Learning | May 2, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Effective Communication with Dynamic Feature Compression | Jan 29, 2024 | Deep Reinforcement LearningFeature Compression | CodeCode Available | 0 | 5 |
| Graph Attention-based Deep Reinforcement Learning for solving the Chinese Postman Problem with Load-dependent costs | Oct 24, 2023 | ARCDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Economic span selection of bridge based on deep reinforcement learning | Jul 9, 2024 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Efficient Deep Reinforcement Learning via Adaptive Policy Transfer | Feb 19, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Efficient Reward Poisoning Attacks on Online Deep Reinforcement Learning | May 30, 2022 | Data PoisoningDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Approximating two value functions instead of one: towards characterizing a new family of Deep Reinforcement Learning algorithms | Sep 1, 2019 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 | 5 |
| Network Randomization: A Simple Technique for Generalization in Deep Reinforcement Learning | Oct 11, 2019 | Data AugmentationDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Cyclic Policy Distillation: Sample-Efficient Sim-to-Real Reinforcement Learning with Domain Randomization | Jul 29, 2022 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 0 | 5 |
| A Deep Reinforcement Learning Framework for Dynamic Portfolio Optimization: Evidence from China's Stock Market | Dec 24, 2024 | BenchmarkingDecision Making | CodeCode Available | 0 | 5 |
| Continuous Control With Ensemble Deep Deterministic Policy Gradients | Nov 30, 2021 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Dynamic Measurement Scheduling for Event Forecasting using Deep RL | Jan 24, 2019 | Deep Reinforcement LearningICU Mortality | CodeCode Available | 0 | 5 |
| Dynamic Control of a Fiber Manufacturing Process using Deep Reinforcement Learning | Nov 23, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| d3rlpy: An Offline Deep Reinforcement Learning Library | Nov 6, 2021 | D4RLDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| DutyTTE: Deciphering Uncertainty in Origin-Destination Travel Time Estimation | Aug 23, 2024 | Deep Reinforcement LearningMixture-of-Experts | CodeCode Available | 0 | 5 |
| Dynamic Network Reconfiguration for Entropy Maximization using Deep Reinforcement Learning | May 26, 2022 | Deep Reinforcement LearningNavigate | CodeCode Available | 0 | 5 |
| Harnessing Structures for Value-Based Planning and Reinforcement Learning | Sep 26, 2019 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| DR-SAC: Distributionally Robust Soft Actor-Critic for Reinforcement Learning under Uncertainty | Jun 14, 2025 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Continual Reinforcement Learning for HVAC Systems Control: Integrating Hypernetworks and Transfer Learning | Mar 24, 2025 | Continual LearningDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Continual Deep Reinforcement Learning with Task-Agnostic Policy Distillation | Nov 25, 2024 | Continual LearningDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Data Assimilation in Chaotic Systems Using Deep Reinforcement Learning | Jan 1, 2024 | Autonomous VehiclesDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Dual Policy Distillation | Jun 7, 2020 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Hierarchical Reinforcement Learning for Swarm Confrontation with High Uncertainty | Jun 12, 2024 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 0 | 5 |
| AirPilot: Interpretable PPO-based DRL Auto-Tuned Nonlinear PID Drone Controller for Robust Autonomous Flights | Mar 30, 2024 | Deep Reinforcement LearningDrone Controller | CodeCode Available | 0 | 5 |
| Contextual Pre-planning on Reward Machine Abstractions for Enhanced Transfer in Deep Reinforcement Learning | Jul 11, 2023 | Deep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Applying Deep Reinforcement Learning to the HP Model for Protein Structure Prediction | Nov 27, 2022 | Deep Reinforcement LearningProtein Folding | CodeCode Available | 0 | 5 |
| Hindsight Value Function for Variance Reduction in Stochastic Dynamic Environment | Jul 26, 2021 | Deep Reinforcement LearningPolicy Gradient Methods | CodeCode Available | 0 | 5 |
| Adapting to Reward Progressivity via Spectral Reinforcement Learning | Apr 29, 2021 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Abstract Demonstrations and Adaptive Exploration for Efficient and Stable Multi-step Sparse Reward Reinforcement Learning | Jul 19, 2022 | Deep Reinforcement Learning | CodeCode Available | 0 | 5 |
| DRLViz: Understanding Decisions and Memory in Deep Reinforcement Learning | Sep 6, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Dueling Network Architectures for Deep Reinforcement Learning | Nov 20, 2015 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Dynamic Weights in Multi-Objective Deep Reinforcement Learning | Sep 20, 2018 | Deep Reinforcement LearningMulti-Objective Reinforcement Learning | CodeCode Available | 0 | 5 |
| Assessing the Potential of Classical Q-learning in General Game Playing | Oct 14, 2018 | Board GamesDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Efficient Symbolic Policy Learning with Differentiable Symbolic Expression | Nov 2, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Human-Level Control without Server-Grade Hardware | Nov 1, 2021 | Cloud ComputingCPU | CodeCode Available | 0 | 5 |
| Context-Based Soft Actor Critic for Environments with Non-stationary Dynamics | May 7, 2021 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Context-Aware Visual Policy Network for Sequence-Level Image Captioning | Aug 16, 2018 | Deep Reinforcement LearningImage Captioning | CodeCode Available | 0 | 5 |
| Driving in Dense Traffic with Model-Free Reinforcement Learning | Sep 15, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| DRiLLS: Deep Reinforcement Learning for Logic Synthesis | Nov 11, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| DRL4AOI: A DRL Framework for Semantic-aware AOI Segmentation in Location-Based Services | Dec 6, 2024 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 | 5 |
| DRL-Based Medium-Term Planning of Renewable-Integrated Self-Scheduling Cascaded Hydropower to Guide Wholesale Market Participation | Jan 8, 2025 | Deep Reinforcement LearningScheduling | CodeCode Available | 0 | 5 |
| Adaptive Action Duration with Contextual Bandits for Deep Reinforcement Learning in Dynamic Environments | Jun 17, 2025 | Atari GamesBoard Games | CodeCode Available | 0 | 5 |
| Imagination-Augmented Agents for Deep Reinforcement Learning | Jul 19, 2017 | Deep Reinforcement LearningModel-based Reinforcement Learning | CodeCode Available | 0 | 5 |
| Dota 2 with Large Scale Deep Reinforcement Learning | Dec 13, 2019 | Deep Reinforcement LearningDota 2 | CodeCode Available | 0 | 5 |
| Double Successive Over-Relaxation Q-Learning with an Extension to Deep Reinforcement Learning | Sep 10, 2024 | Deep Reinforcement LearningOpenAI Gym | CodeCode Available | 0 | 5 |
| Domes to Drones: Self-Supervised Active Triangulation for 3D Human Pose Reconstruction | Dec 1, 2019 | 2D Pose Estimation3D Pose Estimation | CodeCode Available | 0 | 5 |
| Application of linear regression method to the deep reinforcement learning in continuous action cases | Mar 19, 2025 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 0 | 5 |
| Decentralized Computation Offloading for Multi-User Mobile Edge Computing: A Deep Reinforcement Learning Approach | Dec 16, 2018 | Deep Reinforcement LearningEdge-computing | CodeCode Available | 0 | 5 |
| DOM-Q-NET: Grounded RL on Structured Language | Feb 19, 2019 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 0 | 5 |
