| A Consciousness-Inspired Planning Agent for Model-Based Reinforcement Learning | Jun 3, 2021 | Deep Reinforcement LearningModel-based Reinforcement Learning | CodeCode Available | 1 |
| Goal Misgeneralization in Deep Reinforcement Learning | May 28, 2021 | Deep Reinforcement LearningNavigate | CodeCode Available | 1 |
| Robust Value Iteration for Continuous Control Tasks | May 25, 2021 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Gym-μRTS: Toward Affordable Full Game Real-time Strategy Games Research with Deep Reinforcement Learning | May 21, 2021 | Deep Reinforcement LearningGPU | CodeCode Available | 1 |
| Spectral Normalisation for Deep Reinforcement Learning: an Optimisation Perspective | May 11, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Value Iteration in Continuous Actions, States and Time | May 10, 2021 | Deep Reinforcement Learning | CodeCode Available | 1 |
| Deep reinforcement learning-designed radiofrequency waveform in MRI | May 7, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Meta-Learning-Based Deep Reinforcement Learning for Multiobjective Optimization Problems | May 6, 2021 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 |
| Solve routing problems with a residual edge-graph attention neural network | May 6, 2021 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 |
| Deep Reinforcement Learning for Adaptive Exploration of Unknown Environments | May 4, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Deep Reinforcement Trading with Predictable Returns | Apr 29, 2021 | ClusteringDeep Reinforcement Learning | CodeCode Available | 1 |
| A Scalable and Reproducible System-on-Chip Simulation for Reinforcement Learning | Apr 27, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Computational Performance of Deep Reinforcement Learning to find Nash Equilibria | Apr 26, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Graph Neural Network Reinforcement Learning for Autonomous Mobility-on-Demand Systems | Apr 23, 2021 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Quantum Architecture Search via Deep Reinforcement Learning | Apr 15, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Decomposed Soft Actor-Critic Method for Cooperative Multi-Agent Reinforcement Learning | Apr 14, 2021 | counterfactualDeep Reinforcement Learning | CodeCode Available | 1 |
| Connecting Deep-Reinforcement-Learning-based Obstacle Avoidance with Conventional Global Planners using Waypoint Generators | Apr 8, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Arena-Rosnav: Towards Deployment of Deep-Reinforcement-Learning-Based Obstacle Avoidance into Conventional Autonomous Navigation Systems | Apr 8, 2021 | Autonomous NavigationDeep Reinforcement Learning | CodeCode Available | 1 |
| A Reinforcement Learning Environment For Job-Shop Scheduling | Apr 8, 2021 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 |
| Co-Adaptation of Algorithmic and Implementational Innovations in Inference-based Deep Reinforcement Learning | Mar 31, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Simultaneous Navigation and Construction Benchmarking Environments | Mar 31, 2021 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 1 |
| Deep Reinforcement Learning for Resource Allocation in Business Processes | Mar 29, 2021 | Deep Reinforcement Learningreinforcement-learning | 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 |
| Agent with Warm Start and Adaptive Dynamic Termination for Plane Localization in 3D Ultrasound | Mar 26, 2021 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| Character Controllers Using Motion VAEs | Mar 26, 2021 | Continuous ControlDeep Reinforcement Learning | CodeCode Available | 1 |
