| Beacon, a lightweight deep reinforcement learning benchmark library for flow control | Feb 27, 2024 | BenchmarkingCPU | CodeCode Available | 1 |
| Avalon: A Benchmark for RL Generalization Using Procedurally Generated Worlds | Oct 24, 2022 | Deep Reinforcement LearningNavigate | CodeCode Available | 1 |
| 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 |
| A Comparative Study of Deep Reinforcement Learning Models: DQN vs PPO vs A2C | Jul 19, 2024 | Deep Reinforcement Learning | CodeCode Available | 1 |
| AutoShard: Automated Embedding Table Sharding for Recommender Systems | Aug 12, 2022 | Deep Reinforcement LearningRecommendation Systems | CodeCode Available | 1 |
| Benchmarking Deep Reinforcement Learning for Navigation in Denied Sensor Environments | Oct 18, 2024 | Autonomous NavigationBenchmarking | CodeCode Available | 1 |
| Action Space Shaping in Deep Reinforcement Learning | Apr 2, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| A Competition Winning Deep Reinforcement Learning Agent in microRTS | Feb 12, 2024 | Deep Reinforcement LearningImitation Learning | CodeCode Available | 1 |
| BOHB: Robust and Efficient Hyperparameter Optimization at Scale | Jul 4, 2018 | Bayesian OptimizationDeep Reinforcement Learning | CodeCode Available | 1 |
| BeBold: Exploration Beyond the Boundary of Explored Regions | Dec 15, 2020 | Deep Reinforcement LearningEfficient Exploration | CodeCode Available | 1 |
