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| Value function estimation using conditional diffusion models for control | Jun 9, 2023 | continuous-controlContinuous Control | —Unverified | 0 |
| Detecting Adversarial Directions in Deep Reinforcement Learning to Make Robust Decisions | Jun 9, 2023 | Adversarial AttackAtari Games | —Unverified | 0 |
| A newborn embodied Turing test for view-invariant object recognition | Jun 8, 2023 | Deep Reinforcement LearningObject Recognition | —Unverified | 0 |
| A framework for dynamically training and adapting deep reinforcement learning models to different, low-compute, and continuously changing radiology deployment environments | Jun 8, 2023 | Deep Reinforcement LearningLifelong learning | —Unverified | 0 |
| Learned spatial data partitioning | Jun 8, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Learning to Navigate in Turbulent Flows with Aerial Robot Swarms: A Cooperative Deep Reinforcement Learning Approach | Jun 7, 2023 | Deep Reinforcement LearningNavigate | —Unverified | 0 |
| Reinforcement Learning-Based Control of CrazyFlie 2.X Quadrotor | Jun 6, 2023 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Agent Performing Autonomous Stock Trading under Good and Bad Situations | Jun 6, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| RLtools: A Fast, Portable Deep Reinforcement Learning Library for Continuous Control | Jun 6, 2023 | continuous-controlContinuous Control | CodeCode Available | 2 |
| Meta-SAGE: Scale Meta-Learning Scheduled Adaptation with Guided Exploration for Mitigating Scale Shift on Combinatorial Optimization | Jun 5, 2023 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 |
| Seizing Serendipity: Exploiting the Value of Past Success in Off-Policy Actor-Critic | Jun 5, 2023 | continuous-controlContinuous Control | CodeCode Available | 1 |
| A Novel Multi-Agent Deep RL Approach for Traffic Signal Control | Jun 5, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| For SALE: State-Action Representation Learning for Deep Reinforcement Learning | Jun 4, 2023 | continuous-controlContinuous Control | CodeCode Available | 1 |
| DVFO: Learning-Based DVFS for Energy-Efficient Edge-Cloud Collaborative Inference | Jun 2, 2023 | Collaborative InferenceCPU | —Unverified | 0 |
| Improving the generalizability and robustness of large-scale traffic signal control | Jun 2, 2023 | Deep Reinforcement LearningDistributional Reinforcement Learning | —Unverified | 0 |
| ReLU to the Rescue: Improve Your On-Policy Actor-Critic with Positive Advantages | Jun 2, 2023 | Bayesian Inferencecontinuous-control | CodeCode Available | 0 |
| Deep Reinforcement Learning Framework for Thoracic Diseases Classification via Prior Knowledge Guidance | Jun 2, 2023 | Deep Reinforcement LearningDiagnostic | CodeCode Available | 0 |
| Symmetric Replay Training: Enhancing Sample Efficiency in Deep Reinforcement Learning for Combinatorial Optimization | Jun 2, 2023 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 0 |
| Average AoI Minimization for Energy Harvesting Relay-aided Status Update Network Using Deep Reinforcement Learning | Jun 2, 2023 | Deep Reinforcement Learning | CodeCode Available | 0 |
| Deep Q-Learning versus Proximal Policy Optimization: Performance Comparison in a Material Sorting Task | Jun 2, 2023 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Hyperparameters in Reinforcement Learning and How To Tune Them | Jun 2, 2023 | AutoMLDeep Reinforcement Learning | —Unverified | 0 |
| Fast Matrix Multiplication Without Tears: A Constraint Programming Approach | Jun 1, 2023 | Deep Reinforcement LearningProblem Decomposition | CodeCode Available | 0 |
| Investigating Navigation Strategies in the Morris Water Maze through Deep Reinforcement Learning | Jun 1, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| BitE : Accelerating Learned Query Optimization in a Mixed-Workload Environment | Jun 1, 2023 | Deep Reinforcement LearningEnsemble Learning | —Unverified | 0 |