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Deep Reinforcement Learning

Papers

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TitleStatusHype
Deep reinforcement learning for feedback control in a collective flashing ratchetCode0
Task-Oriented Language Grounding for Language Input with Multiple Sub-Goals of Non-Linear OrderCode0
On Robust Reinforcement Learning with Lipschitz-Bounded Policy NetworksCode0
ReLAX: Reinforcement Learning Agent eXplainer for Arbitrary Predictive ModelsCode0
Efficient Deep Reinforcement Learning with Predictive Processing Proximal Policy OptimizationCode0
Relational Deep Reinforcement LearningCode0
A Centralised Soft Actor Critic Deep Reinforcement Learning Approach to District Demand Side Management through CityLearnCode0
Learning Local Search Heuristics for Boolean SatisfiabilityCode0
On the consistency of hyper-parameter selection in value-based deep reinforcement learningCode0
Learning Low-Frequency Motion Control for Robust and Dynamic Robot LocomotionCode0
Relational Graph Learning for Crowd NavigationCode0
Learning Manipulation Tasks in Dynamic and Shared 3D SpacesCode0
Efficient Deep Reinforcement Learning via Adaptive Policy TransferCode0
Automatic Data Augmentation by Learning the Deterministic PolicyCode0
Colored Noise in PPO: Improved Exploration and Performance through Correlated Action SamplingCode0
Task Relabelling for Multi-task Transfer using Successor FeaturesCode0
Learning Model-Free Robust Precoding for Cooperative Multibeam Satellite CommunicationsCode0
Towards Safe Mechanical Ventilation Treatment Using Deep Offline Reinforcement LearningCode0
Adaptive trajectory-constrained exploration strategy for deep reinforcement learningCode0
Deep Reinforcement Learning for Event-Driven Multi-Agent Decision ProcessesCode0
Efficient and Scalable Deep Reinforcement Learning for Mean Field Control GamesCode0
Colonoscopy Navigation using End-to-End Deep Visuomotor Control: A User StudyCode0
Learning Multi-Objective Curricula for Robotic Policy LearningCode0
ReLU to the Rescue: Improve Your On-Policy Actor-Critic with Positive AdvantagesCode0
Remember and Forget for Experience ReplayCode0
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