| LTL2Action: Generalizing LTL Instructions for Multi-Task RL | Feb 13, 2021 | Deep Reinforcement LearningDiversity | CodeCode Available | 1 |
| Deep Reinforcement Agent for Scheduling in HPC | Feb 11, 2021 | Deep Reinforcement LearningScheduling | CodeCode Available | 1 |
| Domain Adaptation In Reinforcement Learning Via Latent Unified State Representation | Feb 10, 2021 | Autonomous DrivingDeep Reinforcement Learning | CodeCode Available | 1 |
| RL-Scope: Cross-Stack Profiling for Deep Reinforcement Learning Workloads | Feb 8, 2021 | CPUDeep Reinforcement Learning | CodeCode Available | 1 |
| Adversarially Guided Actor-Critic | Feb 8, 2021 | Deep Reinforcement LearningEfficient Exploration | CodeCode Available | 1 |
| Tactical Optimism and Pessimism for Deep Reinforcement Learning | Feb 7, 2021 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Explainable Reinforcement Learning for Longitudinal Control | Feb 6, 2021 | Deep Reinforcement LearningOpenAI Gym | CodeCode Available | 1 |
| Proactive and AoI-aware Failure Recovery for Stateful NFV-enabled Zero-Touch 6G Networks: Model-Free DRL Approach | Feb 2, 2021 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| GymD2D: A Device-to-Device Underlay Cellular Offload Evaluation Platform | Jan 27, 2021 | Deep Reinforcement LearningFriction | CodeCode Available | 1 |
| Differentiable Trust Region Layers for Deep Reinforcement Learning | Jan 22, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Robust Reinforcement Learning on State Observations with Learned Optimal Adversary | Jan 21, 2021 | Adversarial Attackcontinuous-control | CodeCode Available | 1 |
| Unifying Cardiovascular Modelling with Deep Reinforcement Learning for Uncertainty Aware Control of Sepsis Treatment | Jan 21, 2021 | Clinical KnowledgeDecision Making Under Uncertainty | CodeCode Available | 1 |
| mt5se: An Open Source Framework for Building Autonomous Trading Robots | Jan 20, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Towards Facilitating Empathic Conversations in Online Mental Health Support: A Reinforcement Learning Approach | Jan 19, 2021 | Deep Reinforcement LearningDialogue Generation | CodeCode Available | 1 |
| Deep Reinforcement Learning for Producing Furniture Layout in Indoor Scenes | Jan 19, 2021 | Deep Reinforcement LearningPosition | CodeCode Available | 1 |
| Deep Reinforcement Learning for Active High Frequency Trading | Jan 18, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Evaluating Soccer Player: from Live Camera to Deep Reinforcement Learning | Jan 13, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Developing an OpenAI Gym-compatible framework and simulation environment for testing Deep Reinforcement Learning agents solving the Ambulance Location Problem | Jan 12, 2021 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 |
| Cross-Modal Contrastive Learning of Representations for Navigation using Lightweight, Low-Cost Millimeter Wave Radar for Adverse Environmental Conditions | Jan 10, 2021 | Autonomous NavigationContrastive 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 |
| Joint Deep Reinforcement Learning and Unfolding: Beam Selection and Precoding for mmWave Multiuser MIMO with Lens Arrays | Jan 5, 2021 | Deep Reinforcement Learning | CodeCode Available | 1 |
| MetaVIM: Meta Variationally Intrinsic Motivated Reinforcement Learning for Decentralized Traffic Signal Control | Jan 4, 2021 | Deep Reinforcement LearningMeta-Learning | CodeCode Available | 1 |
| Multi-Decoder Attention Model with Embedding Glimpse for Solving Vehicle Routing Problems | Dec 19, 2020 | DecoderDeep Reinforcement Learning | CodeCode Available | 1 |
| Deep Reinforcement Learning for Joint Spectrum and Power Allocation in Cellular Networks | Dec 19, 2020 | Deep Reinforcement LearningManagement | CodeCode Available | 1 |
| High-Throughput Synchronous Deep RL | Dec 17, 2020 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 |
