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Deep Reinforcement Learning

Papers

Showing 101150 of 5822 papers

TitleStatusHype
Chip Placement with Deep Reinforcement LearningCode1
Cleanba: A Reproducible and Efficient Distributed Reinforcement Learning PlatformCode1
CDT: Cascading Decision Trees for Explainable Reinforcement LearningCode1
A Comparative Study of Deep Reinforcement Learning Models: DQN vs PPO vs A2CCode1
Co-designing Intelligent Control of Building HVACs and MicrogridsCode1
Collaborative Target Search with a Visual Drone Swarm: An Adaptive Curriculum Embedded Multistage Reinforcement Learning ApproachCode1
Training a Resilient Q-Network against Observational InterferenceCode1
A Competition Winning Deep Reinforcement Learning Agent in microRTSCode1
Combining Deep Reinforcement Learning and Search for Imperfect-Information GamesCode1
A Comprehensive Survey on Self-Interpretable Neural NetworksCode1
Comprehensive Training and Evaluation on Deep Reinforcement Learning for Automated Driving in Various Simulated Driving ManeuversCode1
A Consciousness-Inspired Planning Agent for Model-Based Reinforcement LearningCode1
Character Controllers Using Motion VAEsCode1
A Constraint Enforcement Deep Reinforcement Learning Framework for Optimal Energy Storage Systems DispatchCode1
ContainerGym: A Real-World Reinforcement Learning Benchmark for Resource AllocationCode1
Contention Window Optimization in IEEE 802.11ax Networks with Deep Reinforcement LearningCode1
Continuous Coordination As a Realistic Scenario for Lifelong LearningCode1
Continuous Deep Q-Learning with Model-based AccelerationCode1
Control-Informed Reinforcement Learning for Chemical ProcessesCode1
Acme: A Research Framework for Distributed Reinforcement LearningCode1
Correlation-aware Cooperative Multigroup Broadcast 360° Video Delivery Network: A Hierarchical Deep Reinforcement Learning ApproachCode1
Action Branching Architectures for Deep Reinforcement LearningCode1
AADG: Automatic Augmentation for Domain Generalization on Retinal Image SegmentationCode1
Cross-Modal Contrastive Learning of Representations for Navigation using Lightweight, Low-Cost Millimeter Wave Radar for Adverse Environmental ConditionsCode1
Crowd-Robot Interaction: Crowd-aware Robot Navigation with Attention-based Deep Reinforcement LearningCode1
Cryptocurrency Portfolio Management with Deep Reinforcement LearningCode1
A Closer Look at Invalid Action Masking in Policy Gradient AlgorithmsCode1
2-Level Reinforcement Learning for Ships on Inland Waterways: Path Planning and FollowingCode1
Can Increasing Input Dimensionality Improve Deep Reinforcement Learning?Code1
CADRE: A Cascade Deep Reinforcement Learning Framework for Vision-based Autonomous Urban DrivingCode1
CARL: Controllable Agent with Reinforcement Learning for Quadruped LocomotionCode1
Catalyst.RL: A Distributed Framework for Reproducible RL ResearchCode1
Co-Activation Graph Analysis of Safety-Verified and Explainable Deep Reinforcement Learning PoliciesCode1
Comparing Observation and Action Representations for Deep Reinforcement Learning in μRTSCode1
Data-Efficient Reinforcement Learning with Self-Predictive RepresentationsCode1
Bridging Imagination and Reality for Model-Based Deep Reinforcement LearningCode1
Boosting Soft Actor-Critic: Emphasizing Recent Experience without Forgetting the PastCode1
Bridging RL Theory and Practice with the Effective HorizonCode1
Blockchain Framework for Artificial Intelligence ComputationCode1
Beyond The Rainbow: High Performance Deep Reinforcement Learning on a Desktop PCCode1
BOHB: Robust and Efficient Hyperparameter Optimization at ScaleCode1
Bridging State and History Representations: Understanding Self-Predictive RLCode1
Re4MPC: Reactive Nonlinear MPC for Multi-model Motion Planning via Deep Reinforcement LearningCode1
Benchmarking Deep Reinforcement Learning for Navigation in Denied Sensor EnvironmentsCode1
Benchmarking Actor-Critic Deep Reinforcement Learning Algorithms for Robotics Control with Action ConstraintsCode1
BeBold: Exploration Beyond the Boundary of Explored RegionsCode1
Benchmarking Batch Deep Reinforcement Learning AlgorithmsCode1
Benchmarking Reinforcement Learning Techniques for Autonomous NavigationCode1
MPC-Inspired Reinforcement Learning for Verifiable Model-Free ControlCode1
Avalon: A Benchmark for RL Generalization Using Procedurally Generated WorldsCode1
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