| AutoPhase: Compiler Phase-Ordering for High Level Synthesis with Deep Reinforcement Learning | Jan 15, 2019 | Deep Reinforcement LearningHigh-Level Synthesis | CodeCode Available | 1 |
| MAN: Multi-Action Networks Learning | Sep 19, 2022 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 |
| Market Making with Deep Reinforcement Learning from Limit Order Books | May 25, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| MarsExplorer: Exploration of Unknown Terrains via Deep Reinforcement Learning and Procedurally Generated Environments | Jul 21, 2021 | Deep Reinforcement LearningOpenAI Gym | CodeCode Available | 1 |
| An Application of Deep Reinforcement Learning to Algorithmic Trading | Apr 7, 2020 | Algorithmic TradingDeep Reinforcement Learning | CodeCode Available | 1 |
| AutoShard: Automated Embedding Table Sharding for Recommender Systems | Aug 12, 2022 | Deep Reinforcement LearningRecommendation Systems | CodeCode Available | 1 |
| MedSelect: Selective Labeling for Medical Image Classification Combining Meta-Learning with Deep Reinforcement Learning | Mar 26, 2021 | Deep Reinforcement LearningGeneral Classification | CodeCode Available | 1 |
| Memory-based Deep Reinforcement Learning for POMDPs | Feb 24, 2021 | Deep Reinforcement LearningFeature Engineering | CodeCode Available | 1 |
| Memory Gym: Towards Endless Tasks to Benchmark Memory Capabilities of Agents | Sep 29, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Autonomous Driving using Residual Sensor Fusion and Deep Reinforcement Learning | Dec 27, 2023 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
