| Correlation-aware Cooperative Multigroup Broadcast 360° Video Delivery Network: A Hierarchical Deep Reinforcement Learning Approach | Oct 21, 2020 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 | 5 |
| CoTV: Cooperative Control for Traffic Light Signals and Connected Autonomous Vehicles using Deep Reinforcement Learning | Jan 31, 2022 | Autonomous VehiclesDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| AI2-THOR: An Interactive 3D Environment for Visual AI | Dec 14, 2017 | Deep Reinforcement LearningImitation Learning | CodeCode Available | 1 | 5 |
| Cross-Modal Contrastive Learning of Representations for Navigation using Lightweight, Low-Cost Millimeter Wave Radar for Adverse Environmental Conditions | Jan 10, 2021 | Autonomous NavigationContrastive Learning | CodeCode Available | 1 | 5 |
| Implementation Matters in Deep RL: A Case Study on PPO and TRPO | May 1, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| CPU frequency scheduling of real-time applications on embedded devices with temporal encoding-based deep reinforcement learning | Sep 7, 2023 | CPUDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Cryptocurrency Portfolio Management with Deep Reinforcement Learning | Dec 5, 2016 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Crowd-Robot Interaction: Crowd-aware Robot Navigation with Attention-based Deep Reinforcement Learning | Sep 24, 2018 | Deep Reinforcement LearningHuman Dynamics | CodeCode Available | 1 | 5 |
| Improving Generalization in Reinforcement Learning with Mixture Regularization | Oct 21, 2020 | Data AugmentationDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| CuAsmRL: Optimizing GPU SASS Schedules via Deep Reinforcement Learning | Jan 14, 2025 | Deep Reinforcement LearningGPU | CodeCode Available | 1 | 5 |
| AI-Generated Incentive Mechanism and Full-Duplex Semantic Communications for Information Sharing | Mar 3, 2023 | Deep Reinforcement LearningMixed Reality | CodeCode Available | 1 | 5 |
| Integrating Deep Reinforcement Learning with Model-based Path Planners for Automated Driving | Feb 2, 2020 | Deep Reinforcement LearningNavigate | CodeCode Available | 1 | 5 |
| Curriculum-guided Hindsight Experience Replay | Dec 1, 2019 | Deep Reinforcement LearningDiversity | CodeCode Available | 1 | 5 |
| Intelligence and Learning in O-RAN for Data-driven NextG Cellular Networks | Dec 2, 2020 | Deep Reinforcement LearningScheduling | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Deep Deterministic Portfolio Optimization | Mar 13, 2020 | Deep Reinforcement LearningPortfolio Optimization | CodeCode Available | 1 | 5 |
| Interpretable Concept Bottlenecks to Align Reinforcement Learning Agents | Jan 11, 2024 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem | Jun 30, 2017 | Deep Reinforcement LearningManagement | CodeCode Available | 1 | 5 |
| A Comparative Study of Deep Reinforcement Learning Models: DQN vs PPO vs A2C | Jul 19, 2024 | Deep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Decentralized Structural-RNN for Robot Crowd Navigation with Deep Reinforcement Learning | Nov 9, 2020 | Deep Reinforcement LearningMotion Planning | CodeCode Available | 1 | 5 |
| Decentralized Deep Reinforcement Learning for a Distributed and Adaptive Locomotion Controller of a Hexapod Robot | May 21, 2020 | continuous-controlContinuous Control | CodeCode Available | 1 | 5 |
| Decentralized Energy Marketplace via NFTs and AI-based Agents | Nov 17, 2023 | Deep Reinforcement Learningenergy management | CodeCode Available | 1 | 5 |
| Decoupling Value and Policy for Generalization in Reinforcement Learning | Feb 20, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Joint Deep Reinforcement Learning and Unfolding: Beam Selection and Precoding for mmWave Multiuser MIMO with Lens Arrays | Jan 5, 2021 | Deep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Deep Reinforcement Learning with Task-Adaptive Retrieval via Hypernetwork | Jun 19, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Decomposed Soft Actor-Critic Method for Cooperative Multi-Agent Reinforcement Learning | Apr 14, 2021 | counterfactualDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization | Sep 25, 2023 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Deep Active Inference for Partially Observable MDPs | Sep 8, 2020 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 1 | 5 |
| AllenAct: A Framework for Embodied AI Research | Aug 28, 2020 | Deep Reinforcement LearningEmbodied Question Answering | CodeCode Available | 1 | 5 |
| Deep Actor-Critic Learning for Distributed Power Control in Wireless Mobile Networks | Sep 14, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| An Optimistic Perspective on Offline Deep Reinforcement Learning | Jan 1, 2020 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Learning 2-opt Heuristics for the Traveling Salesman Problem via Deep Reinforcement Learning | Apr 3, 2020 | Deep LearningDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| An Introduction to Deep Reinforcement Learning | Nov 30, 2018 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 | 5 |
| DeepFreight: Integrating Deep Reinforcement Learning and Mixed Integer Programming for Multi-transfer Truck Freight Delivery | Mar 5, 2021 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | CodeCode Available | 1 | 5 |
| A Competition Winning Deep Reinforcement Learning Agent in microRTS | Feb 12, 2024 | Deep Reinforcement LearningImitation Learning | CodeCode Available | 1 | 5 |
| Deep Lagrangian Networks for end-to-end learning of energy-based control for under-actuated systems | Jul 10, 2019 | Deep LearningDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| DeepMimic: Example-Guided Deep Reinforcement Learning of Physics-Based Character Skills | Apr 8, 2018 | Deep Reinforcement LearningMotion Synthesis | CodeCode Available | 1 | 5 |
| Learning Complex Dexterous Manipulation with Deep Reinforcement Learning and Demonstrations | Sep 28, 2017 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Deep Reinforcement Learning with Population-Coded Spiking Neural Network for Continuous Control | Oct 19, 2020 | continuous-controlContinuous Control | CodeCode Available | 1 | 5 |
| Delay-Aware Multi-Agent Reinforcement Learning for Cooperative and Competitive Environments | May 11, 2020 | Autonomous VehiclesDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Deep Policy Gradient Methods Without Batch Updates, Target Networks, or Replay Buffers | Nov 22, 2024 | AvgDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Learning Financial Asset-Specific Trading Rules via Deep Reinforcement Learning | Oct 27, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| A Comprehensive Survey on Self-Interpretable Neural Networks | Jan 26, 2025 | Deep Reinforcement LearningSurvey | CodeCode Available | 1 | 5 |
| Faster Deep Reinforcement Learning with Slower Online Network | Dec 10, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Learning Heuristics for Transit Network Design and Improvement with Deep Reinforcement Learning | Apr 8, 2024 | Deep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Deep Recurrent Q-Learning for Partially Observable MDPs | Jul 23, 2015 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Deep Reinforcement Learning at the Edge of the Statistical Precipice | Aug 30, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Deep-Reinforcement-Learning-Based AoI-Aware Resource Allocation for RIS-Aided IoV Networks | Jun 17, 2024 | Deep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Discovering General Reinforcement Learning Algorithms with Adversarial Environment Design | Oct 4, 2023 | Deep Reinforcement LearningGeneral Reinforcement Learning | CodeCode Available | 1 | 5 |
| An End-to-end Deep Reinforcement Learning Approach for the Long-term Short-term Planning on the Frenet Space | Nov 26, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
