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| Resetting the Optimizer in Deep RL: An Empirical Study | Jun 30, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| Learning Environment Models with Continuous Stochastic Dynamics | Jun 29, 2023 | AcrobotBenchmarking | —Unverified | 0 |
| Identifying Important Sensory Feedback for Learning Locomotion Skills | Jun 29, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
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| Eigensubspace of Temporal-Difference Dynamics and How It Improves Value Approximation in Reinforcement Learning | Jun 29, 2023 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| RL4CO: an Extensive Reinforcement Learning for Combinatorial Optimization Benchmark | Jun 29, 2023 | Combinatorial OptimizationComputational Efficiency | CodeCode Available | 4 |
| Diversity is Strength: Mastering Football Full Game with Interactive Reinforcement Learning of Multiple AIs | Jun 28, 2023 | Deep Reinforcement LearningDiversity | —Unverified | 0 |
| Structure in Deep Reinforcement Learning: A Survey and Open Problems | Jun 28, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
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| Multi-agent Deep Reinforcement Learning for Distributed Load Restoration | Jun 24, 2023 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Action Q-Transformer: Visual Explanation in Deep Reinforcement Learning with Encoder-Decoder Model using Action Query | Jun 24, 2023 | Atari GamesDecision Making | —Unverified | 0 |
| Energy Optimization for HVAC Systems in Multi-VAV Open Offices: A Deep Reinforcement Learning Approach | Jun 23, 2023 | Deep Reinforcement Learningenergy management | CodeCode Available | 1 |
| Sum-Rate Maximization of RSMA-based Aerial Communications with Energy Harvesting: A Reinforcement Learning Approach | Jun 22, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| MP3: Movement Primitive-Based (Re-)Planning Policy | Jun 22, 2023 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Decentralized Multi-Agent Reinforcement Learning with Global State Prediction | Jun 22, 2023 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Introspective Action Advising for Interpretable Transfer Learning | Jun 21, 2023 | Deep Reinforcement LearningTransfer Learning | —Unverified | 0 |
| Inter-Cell Network Slicing With Transfer Learning Empowered Multi-Agent Deep Reinforcement Learning | Jun 20, 2023 | Deep Reinforcement LearningTransfer Learning | —Unverified | 0 |
| Int-HRL: Towards Intention-based Hierarchical Reinforcement Learning | Jun 20, 2023 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| Autonomous Driving with Deep Reinforcement Learning in CARLA Simulation | Jun 20, 2023 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
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| Neural Inventory Control in Networks via Hindsight Differentiable Policy Optimization | Jun 20, 2023 | Deep Reinforcement LearningManagement | CodeCode Available | 1 |
| Safe, Efficient, Comfort, and Energy-saving Automated Driving through Roundabout Based on Deep Reinforcement Learning | Jun 20, 2023 | Deep Reinforcement Learning | —Unverified | 0 |
| 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 |
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| 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 |
