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| Deep Reinforcement Trading with Predictable Returns | Apr 29, 2021 | ClusteringDeep Reinforcement Learning | CodeCode Available | 1 |
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| End-to-End Intersection Handling using Multi-Agent Deep Reinforcement Learning | Apr 28, 2021 | Deep Reinforcement LearningNavigate | —Unverified | 0 |
| SocialAI 0.1: Towards a Benchmark to Stimulate Research on Socio-Cognitive Abilities in Deep Reinforcement Learning Agents | Apr 27, 2021 | Deep Reinforcement Learning | —Unverified | 0 |
| A Scalable and Reproducible System-on-Chip Simulation for Reinforcement Learning | Apr 27, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Controlling earthquake-like instabilities using artificial intelligence | Apr 27, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| End-to-end grasping policies for human-in-the-loop robots via deep reinforcement learning | Apr 26, 2021 | Deep Reinforcement LearningElectromyography (EMG) | CodeCode Available | 0 |
| Computational Performance of Deep Reinforcement Learning to find Nash Equilibria | Apr 26, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Efficient Hyperparameter Optimization for Physics-based Character Animation | Apr 26, 2021 | Bayesian OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| Development of a Soft Actor Critic Deep Reinforcement Learning Approach for Harnessing Energy Flexibility in a Large Office Building | Apr 25, 2021 | Deep Reinforcement Learning | —Unverified | 0 |
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| Graph Neural Network Reinforcement Learning for Autonomous Mobility-on-Demand Systems | Apr 23, 2021 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Formula RL: Deep Reinforcement Learning for Autonomous Racing using Telemetry Data | Apr 22, 2021 | Autonomous RacingDeep Reinforcement Learning | —Unverified | 0 |
| XAI-N: Sensor-based Robot Navigation using Expert Policies and Decision Trees | Apr 22, 2021 | Deep Reinforcement LearningExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 |
| Model-aided Deep Reinforcement Learning for Sample-efficient UAV Trajectory Design in IoT Networks | Apr 21, 2021 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Tackling Variabilities in Autonomous Driving | Apr 21, 2021 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| DRL: Deep Reinforcement Learning for Intelligent Robot Control -- Concept, Literature, and Future | Apr 20, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Scalable Synthesis of Verified Controllers in Deep Reinforcement Learning | Apr 20, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Network-wide traffic signal control optimization using a multi-agent deep reinforcement learning | Apr 20, 2021 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| GDDR: GNN-based Data-Driven Routing | Apr 20, 2021 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |
| Adaptive learning for financial markets mixing model-based and model-free RL for volatility targeting | Apr 19, 2021 | Deep Reinforcement Learningmodel | —Unverified | 0 |
| Deep Reinforcement Learning in a Monetary Model | Apr 19, 2021 | Deep Reinforcement Learningmodel | —Unverified | 0 |
| Probabilistic Mixture-of-Experts for Efficient Deep Reinforcement Learning | Apr 19, 2021 | Deep Reinforcement LearningMixture-of-Experts | CodeCode Available | 0 |
