| AutoShard: Automated Embedding Table Sharding for Recommender Systems | Aug 12, 2022 | Deep Reinforcement LearningRecommendation Systems | CodeCode Available | 1 |
| Delay-Aware Multi-Agent Reinforcement Learning for Cooperative and Competitive Environments | May 11, 2020 | Autonomous VehiclesDeep Reinforcement Learning | 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 |
| Aquatic Navigation: A Challenging Benchmark for Deep Reinforcement Learning | May 30, 2024 | Autonomous DrivingBenchmarking | CodeCode Available | 1 |
| DHRL-FNMR: An Intelligent Multicast Routing Approach Based on Deep Hierarchical Reinforcement Learning in SDN | May 30, 2023 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 |
| Avalon: A Benchmark for RL Generalization Using Procedurally Generated Worlds | Oct 24, 2022 | Deep Reinforcement LearningNavigate | CodeCode Available | 1 |
| Discovering General Reinforcement Learning Algorithms with Adversarial Environment Design | Oct 4, 2023 | Deep Reinforcement LearningGeneral Reinforcement Learning | CodeCode Available | 1 |
| Discriminative Particle Filter Reinforcement Learning for Complex Partial Observations | Feb 23, 2020 | Atari GamesDecision Making | CodeCode Available | 1 |
| Beacon, a lightweight deep reinforcement learning benchmark library for flow control | Feb 27, 2024 | BenchmarkingCPU | CodeCode Available | 1 |
| Distributed Resource Allocation with Multi-Agent Deep Reinforcement Learning for 5G-V2V Communication | Oct 11, 2020 | Deep Reinforcement LearningDistributed Optimization | 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 |
| Domain Adaptation In Reinforcement Learning Via Latent Unified State Representation | Feb 10, 2021 | Autonomous DrivingDeep Reinforcement Learning | CodeCode Available | 1 |
| DouZero+: Improving DouDizhu AI by Opponent Modeling and Coach-guided Learning | Apr 6, 2022 | Deep Reinforcement Learning | CodeCode Available | 1 |
| Autonomous Driving using Residual Sensor Fusion and Deep Reinforcement Learning | Dec 27, 2023 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| DRIFT: Deep Reinforcement Learning for Intelligent Floating Platforms Trajectories | Oct 6, 2023 | Autonomous NavigationDeep Reinforcement Learning | CodeCode Available | 1 |
| DRL4Route: A Deep Reinforcement Learning Framework for Pick-up and Delivery Route Prediction | Jul 30, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| DRL-Based Trajectory Tracking for Motion-Related Modules in Autonomous Driving | Aug 30, 2023 | Autonomous DrivingDeep Reinforcement Learning | CodeCode Available | 1 |
| A Reinforcement Learning Based Encoder-Decoder Framework for Learning Stock Trading Rules | Jan 8, 2021 | DecoderDeep Reinforcement Learning | CodeCode Available | 1 |
| DROP: Deep relocating option policy for optimal ride-hailing vehicle repositioning | Sep 9, 2021 | Deep Reinforcement Learning | CodeCode Available | 1 |
| A Reinforcement Learning Environment For Job-Shop Scheduling | Apr 8, 2021 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 |
| Automating DBSCAN via Deep Reinforcement Learning | Aug 9, 2022 | ClusteringComputational Efficiency | CodeCode Available | 1 |
| Dynamic Feature-based Deep Reinforcement Learning for Flow Control of Circular Cylinder with Sparse Surface Pressure Sensing | Jul 5, 2023 | Deep Reinforcement LearningSelf-Learning | CodeCode Available | 1 |
| Autonomous Exploration Under Uncertainty via Deep Reinforcement Learning on Graphs | Jul 24, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Effective control of two-dimensional Rayleigh--Bénard convection: invariant multi-agent reinforcement learning is all you need | Apr 5, 2023 | AllDeep Reinforcement Learning | CodeCode Available | 1 |
| An experimental evaluation of Deep Reinforcement Learning algorithms for HVAC control | Jan 11, 2024 | Deep Reinforcement LearningIncremental Learning | CodeCode Available | 1 |
