| Interactive Language Learning by Question Answering | Aug 28, 2019 | Deep Reinforcement LearningMachine Reading Comprehension | CodeCode Available | 1 | 5 |
| Interferobot: aligning an optical interferometer by a reinforcement learning agent | Jun 3, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Interpretable End-to-end Urban Autonomous Driving with Latent Deep Reinforcement Learning | Jan 23, 2020 | Autonomous DrivingDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Aquatic Navigation: A Challenging Benchmark for Deep Reinforcement Learning | May 30, 2024 | Autonomous DrivingBenchmarking | CodeCode Available | 1 | 5 |
| Connecting Deep-Reinforcement-Learning-based Obstacle Avoidance with Conventional Global Planners using Waypoint Generators | Apr 8, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| ContainerGym: A Real-World Reinforcement Learning Benchmark for Resource Allocation | Jul 6, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Continuous Deep Q-Learning with Model-based Acceleration | Mar 2, 2016 | continuous-controlContinuous Control | CodeCode Available | 1 | 5 |
| Contrastive Variational Reinforcement Learning for Complex Observations | Aug 6, 2020 | Atari GamesContinuous Control | CodeCode Available | 1 | 5 |
| Continuous control with deep reinforcement learning | Sep 9, 2015 | Action Detectioncontinuous-control | CodeCode Available | 1 | 5 |
| Continuous Coordination As a Realistic Scenario for Lifelong Learning | Mar 4, 2021 | Continual LearningDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Contrastive UCB: Provably Efficient Contrastive Self-Supervised Learning in Online Reinforcement Learning | Jul 29, 2022 | Contrastive LearningDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Continuous-Time Fitted Value Iteration for Robust Policies | Oct 5, 2021 | continuous-controlContinuous Control | CodeCode Available | 1 | 5 |
| L2B: Learning to Balance the Safety-Efficiency Trade-off in Interactive Crowd-aware Robot Navigation | Mar 20, 2020 | Collision AvoidanceDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Lane Change Decision-Making through Deep Reinforcement Learning | Dec 24, 2021 | Autonomous DrivingDecision Making | CodeCode Available | 1 | 5 |
| Control-Informed Reinforcement Learning for Chemical Processes | Aug 24, 2024 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Large Batch Simulation for Deep Reinforcement Learning | Mar 12, 2021 | Deep Reinforcement LearningGPU | CodeCode Available | 1 | 5 |
| Widening the Pipeline in Human-Guided Reinforcement Learning with Explanation and Context-Aware Data Augmentation | Jun 26, 2020 | Atari GamesData Augmentation | CodeCode Available | 1 | 5 |
| Asset Allocation: From Markowitz to Deep Reinforcement Learning | Jul 14, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Enhancing System-Level Safety in Mixed-Autonomy Platoon via Safe Reinforcement Learning | Jan 20, 2024 | Autonomous DrivingCollision Avoidance | CodeCode Available | 1 | 5 |
| A Reinforcement Learning Environment For Job-Shop Scheduling | Apr 8, 2021 | Combinatorial OptimizationDeep Reinforcement Learning | 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 |
| 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 |
| Crowd-Robot Interaction: Crowd-aware Robot Navigation with Attention-based Deep Reinforcement Learning | Sep 24, 2018 | Deep Reinforcement LearningHuman Dynamics | CodeCode Available | 1 | 5 |
| Decentralized Motion Planning for Multi-Robot Navigation using Deep Reinforcement Learning | Nov 11, 2020 | Deep Reinforcement LearningMotion Planning | CodeCode Available | 1 | 5 |
| Entity-based Reinforcement Learning for Autonomous Cyber Defence | Oct 23, 2024 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity | Feb 14, 2019 | continuous-controlContinuous Control | CodeCode Available | 1 | 5 |
| Cryptocurrency Portfolio Management with Deep Reinforcement Learning | Dec 5, 2016 | Decision MakingDeep 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 |
| Learning Generalizable Policy for Obstacle-Aware Autonomous Drone Racing | Nov 6, 2024 | Deep Reinforcement LearningDrone navigation | CodeCode Available | 1 | 5 |
| Curiosity-Driven Energy-Efficient Worker Scheduling in Vehicular Crowdsourcing: A Deep Reinforcement Learning Approach | Apr 24, 2020 | Deep Reinforcement LearningFairness | CodeCode Available | 1 | 5 |
| An experimental evaluation of Deep Reinforcement Learning algorithms for HVAC control | Jan 11, 2024 | Deep Reinforcement LearningIncremental Learning | CodeCode Available | 1 | 5 |
| Data-Efficient Reinforcement Learning with Self-Predictive Representations | Jul 12, 2020 | Atari Games 100kData Augmentation | CodeCode Available | 1 | 5 |
| Data-Efficient Deep Reinforcement Learning for Attitude Control of Fixed-Wing UAVs: Field Experiments | Nov 7, 2021 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 | 5 |
| Learning Large Neighborhood Search Policy for Integer Programming | Nov 1, 2021 | Deep Reinforcement LearningReinforcement Learning (RL) | 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 |
| Enhancing Navigational Safety in Crowded Environments using Semantic-Deep-Reinforcement-Learning-based Navigation | Sep 23, 2021 | Deep Reinforcement LearningNavigate | CodeCode Available | 1 | 5 |
| Learning Pneumatic Non-Prehensile Manipulation with a Mobile Blower | Apr 5, 2022 | Deep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Environment Agnostic Representation for Visual Reinforcement Learning | Jan 1, 2023 | Deep Reinforcement LearningDomain Generalization | CodeCode Available | 1 | 5 |
| ENERO: Efficient Real-Time WAN Routing Optimization with Deep Reinforcement Learning | Sep 22, 2021 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 1 | 5 |
| A Deep Reinforcement Learning Approach to Marginalized Importance Sampling with the Successor Representation | Jun 12, 2021 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 1 | 5 |
| Enhancing Battery Storage Energy Arbitrage with Deep Reinforcement Learning and Time-Series Forecasting | Oct 25, 2024 | Deep Reinforcement LearningTime Series | CodeCode Available | 1 | 5 |
| DeepMind Lab2D | Nov 13, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Actor Prioritized Experience Replay | Sep 1, 2022 | continuous-controlContinuous Control | CodeCode Available | 1 | 5 |
| DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization | Sep 25, 2023 | Combinatorial OptimizationDeep Reinforcement Learning | 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 |
| Deep Deterministic Portfolio Optimization | Mar 13, 2020 | Deep Reinforcement LearningPortfolio Optimization | CodeCode Available | 1 | 5 |
| Adversarial Deep Reinforcement Learning for Improving the Robustness of Multi-agent Autonomous Driving Policies | Dec 22, 2021 | Autonomous DrivingDeep Reinforcement Learning | 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 Scalable and Reproducible System-on-Chip Simulation for Reinforcement Learning | Apr 27, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Energy Harvesting Reconfigurable Intelligent Surface for UAV Based on Robust Deep Reinforcement Learning | Feb 23, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
