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| Comprehensive Training and Evaluation on Deep Reinforcement Learning for Automated Driving in Various Simulated Driving Maneuvers | Jun 20, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Deep Reinforcement Learning for ESG financial portfolio management | Jun 19, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Integrating Tick-level Data and Periodical Signal for High-frequency Market Making | Jun 19, 2023 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Benchmarking Robustness of Deep Reinforcement Learning approaches to Online Portfolio Management | Jun 19, 2023 | BenchmarkingDeep Reinforcement Learning | —Unverified | 0 |
| AdaStop: adaptive statistical testing for sound comparisons of Deep RL agents | Jun 19, 2023 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 0 |
| Adaptive Ordered Information Extraction with Deep Reinforcement Learning | Jun 19, 2023 | Deep Reinforcement LearningEvent Extraction | CodeCode Available | 0 |
| Deep Reinforcement Learning with Task-Adaptive Retrieval via Hypernetwork | Jun 19, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| DeepMPR: Enhancing Opportunistic Routing in Wireless Networks through Multi-Agent Deep Reinforcement Learning | Jun 16, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| Attention-based Open RAN Slice Management using Deep Reinforcement Learning | Jun 15, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Joint Path planning and Power Allocation of a Cellular-Connected UAV using Apprenticeship Learning via Deep Inverse Reinforcement Learning | Jun 15, 2023 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| Inroads into Autonomous Network Defence using Explained Reinforcement Learning | Jun 15, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| QuadSwarm: A Modular Multi-Quadrotor Simulator for Deep Reinforcement Learning with Direct Thrust Control | Jun 15, 2023 | CPUDeep Reinforcement Learning | CodeCode Available | 2 |
| Predictive Maneuver Planning with Deep Reinforcement Learning (PMP-DRL) for comfortable and safe autonomous driving | Jun 15, 2023 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Evolutionary Curriculum Training for DRL-Based Navigation Systems | Jun 15, 2023 | Collision AvoidanceDeep Reinforcement Learning | —Unverified | 0 |
| Deep Policy Gradient Methods in Commodity Markets | Jun 14, 2023 | Deep Reinforcement LearningPolicy Gradient Methods | —Unverified | 0 |
| Carbon emissions and sustainability of launching 5G mobile networks in China | Jun 14, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| OCAtari: Object-Centric Atari 2600 Reinforcement Learning Environments | Jun 14, 2023 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 |
| Multi-market Energy Optimization with Renewables via Reinforcement Learning | Jun 13, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Dynamic Interval Restrictions on Action Spaces in Deep Reinforcement Learning for Obstacle Avoidance | Jun 13, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| DenseLight: Efficient Control for Large-scale Traffic Signals with Dense Feedback | Jun 13, 2023 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 0 |
| Using Collision Momentum in Deep Reinforcement Learning Based Adversarial Pedestrian Modeling | Jun 13, 2023 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| DeepTransition: Viability Leads to the Emergence of Gait Transitions in Learning Anticipatory Quadrupedal Locomotion Skills | Jun 12, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| Evolving Testing Scenario Generation Method and Intelligence Evaluation Framework for Automated Vehicles | Jun 12, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| Multi-Agent Reinforcement Learning Guided by Signal Temporal Logic Specifications | Jun 11, 2023 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |