| Temporal Shift Reinforcement Learning | Sep 5, 2021 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Automated Optical Multi-layer Design via Deep Reinforcement Learning | Jun 21, 2020 | Deep Reinforcement LearningPhysical Intuition | CodeCode Available | 0 |
| A Deep Reinforcement Learning Framework for Dynamic Portfolio Optimization: Evidence from China's Stock Market | Dec 24, 2024 | BenchmarkingDecision Making | CodeCode Available | 0 |
| Towards Scalable Verification of Deep Reinforcement Learning | May 25, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Reproducibility of Benchmarked Deep Reinforcement Learning Tasks for Continuous Control | Aug 10, 2017 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Dynamic Network Reconfiguration for Entropy Maximization using Deep Reinforcement Learning | May 26, 2022 | Deep Reinforcement LearningNavigate | CodeCode Available | 0 |
| Deep Reinforcement Learning for Control of Probabilistic Boolean Networks | Sep 7, 2019 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| Automated Image Data Preprocessing with Deep Reinforcement Learning | Jun 15, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Automated decision-making for dynamic task assignment at scale | Apr 28, 2025 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Augmented Q Imitation Learning (AQIL) | Mar 31, 2020 | Deep Reinforcement LearningImitation Learning | CodeCode Available | 0 |
| Dynamic Measurement Scheduling for Event Forecasting using Deep RL | Jan 24, 2019 | Deep Reinforcement LearningICU Mortality | CodeCode Available | 0 |
| 3D Traffic Simulation for Autonomous Vehicles in Unity and Python | Oct 30, 2018 | Autonomous VehiclesDeep Reinforcement Learning | CodeCode Available | 0 |
| Learning Sparse Rewarded Tasks from Sub-Optimal Demonstrations | Apr 1, 2020 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Knowledge Transfer in Deep Reinforcement Learning via an RL-Specific GAN-Based Correspondence Function | Sep 14, 2022 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Generalization of Reinforcement Learners with Working and Episodic Memory | Oct 29, 2019 | Deep Reinforcement LearningHoldout Set | CodeCode Available | 0 |
| Dynamic Control of a Fiber Manufacturing Process using Deep Reinforcement Learning | Nov 23, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Amortized Variational Deep Q Network | Nov 3, 2020 | Deep Reinforcement LearningEfficient Exploration | CodeCode Available | 0 |
| DutyTTE: Deciphering Uncertainty in Origin-Destination Travel Time Estimation | Aug 23, 2024 | Deep Reinforcement LearningMixture-of-Experts | CodeCode Available | 0 |
| Learning Symbolic Task Decompositions for Multi-Agent Teams | Feb 19, 2025 | Deep Reinforcement Learning | CodeCode Available | 0 |
| Learning Symmetric and Low-energy Locomotion | Jan 24, 2018 | Deep Reinforcement LearningMotion Generation | CodeCode Available | 0 |
| Dueling Network Architectures for Deep Reinforcement Learning | Nov 20, 2015 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Learning Temporally-Consistent Representations for Data-Efficient Reinforcement Learning | Oct 11, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Deep Reinforcement Learning for Controlled Traversing of the Attractor Landscape of Boolean Models in the Context of Cellular Reprogramming | Feb 13, 2024 | Deep Reinforcement Learning | CodeCode Available | 0 |
| Learning to Evolve | May 8, 2019 | Deep Reinforcement LearningEvolutionary Algorithms | CodeCode Available | 0 |
| Towards Similarity Graphs Constructed by Deep Reinforcement Learning | Nov 27, 2019 | Deep Reinforcement Learninggraph construction | CodeCode Available | 0 |
