| Co-designing Intelligent Control of Building HVACs and Microgrids | Jul 18, 2021 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| Collaborative Target Search with a Visual Drone Swarm: An Adaptive Curriculum Embedded Multistage Reinforcement Learning Approach | Apr 26, 2022 | Deep Reinforcement LearningManagement | CodeCode Available | 1 |
| Computational Performance of Deep Reinforcement Learning to find Nash Equilibria | Apr 26, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| 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 |
| Character Controllers Using Motion VAEs | Mar 26, 2021 | Continuous ControlDeep Reinforcement Learning | CodeCode Available | 1 |
| CDT: Cascading Decision Trees for Explainable Reinforcement Learning | Nov 15, 2020 | Deep Reinforcement LearningExplainable Models | CodeCode Available | 1 |
| Cleanba: A Reproducible and Efficient Distributed Reinforcement Learning Platform | Sep 29, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Can Increasing Input Dimensionality Improve Deep Reinforcement Learning? | Mar 3, 2020 | Decision MakingDeep 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 |
| Bayesian Soft Actor-Critic: A Directed Acyclic Strategy Graph Based Deep Reinforcement Learning | Aug 11, 2022 | continuous-controlContinuous Control | CodeCode Available | 1 |
| CARL: Controllable Agent with Reinforcement Learning for Quadruped Locomotion | May 7, 2020 | Deep Reinforcement LearningMotion Synthesis | CodeCode Available | 1 |
| BOHB: Robust and Efficient Hyperparameter Optimization at Scale | Jul 4, 2018 | Bayesian OptimizationDeep Reinforcement Learning | CodeCode Available | 1 |
| Blockchain Framework for Artificial Intelligence Computation | Feb 23, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Boosting Soft Actor-Critic: Emphasizing Recent Experience without Forgetting the Past | Jun 10, 2019 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 1 |
| Benchmarking Reinforcement Learning Techniques for Autonomous Navigation | Oct 10, 2022 | Autonomous NavigationBenchmarking | CodeCode Available | 1 |
| Accelerating Deep Reinforcement Learning for Digital Twin Network Optimization with Evolutionary Strategies | Feb 1, 2022 | Deep Reinforcement LearningManagement | CodeCode Available | 1 |
| Beyond The Rainbow: High Performance Deep Reinforcement Learning on a Desktop PC | Nov 6, 2024 | Computational EfficiencyDeep 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 |
| Building a 3-Player Mahjong AI using Deep Reinforcement Learning | Feb 25, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| CADRE: A Cascade Deep Reinforcement Learning Framework for Vision-based Autonomous Urban Driving | Feb 17, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Catalyst.RL: A Distributed Framework for Reproducible RL Research | Feb 28, 2019 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Training a Resilient Q-Network against Observational Interference | Feb 18, 2021 | Causal InferenceDeep Reinforcement Learning | CodeCode Available | 1 |
| Bridging Imagination and Reality for Model-Based Deep Reinforcement Learning | Oct 23, 2020 | Deep Reinforcement LearningModel-based Reinforcement Learning | CodeCode Available | 1 |
| Chip Placement with Deep Reinforcement Learning | Apr 22, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Benchmarking Batch Deep Reinforcement Learning Algorithms | Oct 3, 2019 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 1 |
| Accelerated Sim-to-Real Deep Reinforcement Learning: Learning Collision Avoidance from Human Player | Feb 21, 2021 | Collision AvoidanceDeep Reinforcement Learning | CodeCode Available | 1 |
| Collective eXplainable AI: Explaining Cooperative Strategies and Agent Contribution in Multiagent Reinforcement Learning with Shapley Values | Oct 4, 2021 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| ColO-RAN: Developing Machine Learning-based xApps for Open RAN Closed-loop Control on Programmable Experimental Platforms | Dec 17, 2021 | Deep Reinforcement LearningScheduling | CodeCode Available | 1 |
| Re4MPC: Reactive Nonlinear MPC for Multi-model Motion Planning via Deep Reinforcement Learning | Jun 10, 2025 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Combining Deep Reinforcement Learning and Search for Imperfect-Information Games | Jul 27, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Combining Semantic Guidance and Deep Reinforcement Learning For Generating Human Level Paintings | Nov 25, 2020 | Deep Reinforcement LearningModel-based Reinforcement Learning | CodeCode Available | 1 |
| Benchmarking Multi-Agent Deep Reinforcement Learning Algorithms in Cooperative Tasks | Jun 14, 2020 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 1 |
| Actor Prioritized Experience Replay | Sep 1, 2022 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Connecting Deep-Reinforcement-Learning-based Obstacle Avoidance with Conventional Global Planners using Waypoint Generators | Apr 8, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Contention Window Optimization in IEEE 802.11ax Networks with Deep Reinforcement Learning | Mar 3, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Continuous control with deep reinforcement learning | Sep 9, 2015 | Action Detectioncontinuous-control | CodeCode Available | 1 |
| Continuous-Time Fitted Value Iteration for Robust Policies | Oct 5, 2021 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Contrastive UCB: Provably Efficient Contrastive Self-Supervised Learning in Online Reinforcement Learning | Jul 29, 2022 | Contrastive LearningDeep Reinforcement Learning | CodeCode Available | 1 |
| Control-Informed Reinforcement Learning for Chemical Processes | Aug 24, 2024 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Benchmarking Actor-Critic Deep Reinforcement Learning Algorithms for Robotics Control with Action Constraints | Apr 18, 2023 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 1 |
| Crowd-Robot Interaction: Crowd-aware Robot Navigation with Attention-based Deep Reinforcement Learning | Sep 24, 2018 | Deep Reinforcement LearningHuman Dynamics | CodeCode Available | 1 |
| Cryptocurrency Portfolio Management with Deep Reinforcement Learning | Dec 5, 2016 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Curiosity-Driven Energy-Efficient Worker Scheduling in Vehicular Crowdsourcing: A Deep Reinforcement Learning Approach | Apr 24, 2020 | Deep Reinforcement LearningFairness | CodeCode Available | 1 |
| Curriculum-guided Hindsight Experience Replay | Dec 1, 2019 | Deep Reinforcement LearningDiversity | CodeCode Available | 1 |
| Benchmarking Deep Reinforcement Learning for Navigation in Denied Sensor Environments | Oct 18, 2024 | Autonomous NavigationBenchmarking | CodeCode Available | 1 |
| 2-Level Reinforcement Learning for Ships on Inland Waterways: Path Planning and Following | Jul 25, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Acme: A Research Framework for Distributed Reinforcement Learning | Jun 1, 2020 | Deep Reinforcement LearningDQN Replay Dataset | CodeCode Available | 1 |
| Decentralized Deep Reinforcement Learning for a Distributed and Adaptive Locomotion Controller of a Hexapod Robot | May 21, 2020 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Bridging RL Theory and Practice with the Effective Horizon | Apr 19, 2023 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| Co-Activation Graph Analysis of Safety-Verified and Explainable Deep Reinforcement Learning Policies | Jan 6, 2025 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
