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Deep Reinforcement Learning

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TitleStatusHype
Personalized Lane Change Decision Algorithm Using Deep Reinforcement Learning Approach—0
Personalized QoE Enhancement for Adaptive Video Streaming: A Digital Twin-Assisted Scheme—0
Perspective Taking in Deep Reinforcement Learning Agents—0
Perturbation-based exploration methods in deep reinforcement learning—0
Pessimistic Model Selection for Offline Deep Reinforcement Learning—0
Petri Net Machines for Human-Agent Interaction—0
PGN: A perturbation generation network against deep reinforcement learning—0
PGPS : Coupling Policy Gradient with Population-based Search—0
Physical Deep Reinforcement Learning Towards Safety Guarantee—0
Physical Informed-Inspired Deep Reinforcement Learning Based Bi-Level Programming for Microgrid Scheduling—0
Physics-Based Trajectory Design for Cellular-Connected UAV in Rainy Environments Based on Deep Reinforcement Learning—0
Physics-Guided Hierarchical Reward Mechanism for Learning-Based Robotic Grasping—0
Physics-informed Dyna-Style Model-Based Deep Reinforcement Learning for Dynamic Control—0
Physics-informed Modularized Neural Network for Advanced Building Control by Deep Reinforcement Learning—0
Physics-model-guided Worst-case Sampling for Safe Reinforcement Learning—0
Closed Drafting as a Case Study for First-Principle Interpretability, Memory, and Generalizability in Deep Reinforcement Learning—0
PICTS: A Novel Deep Reinforcement Learning Approach for Dynamic P-I Control in Scanning Probe Microscopy—0
Placement Optimization of Aerial Base Stations with Deep Reinforcement Learning—0
Placement Optimization with Deep Reinforcement Learning—0
PRIMA: Planner-Reasoner Inside a Multi-task Reasoning Agent—0
Plasticity Loss in Deep Reinforcement Learning: A Survey—0
Playing Atari with Capsule Networks: A systematic comparison of CNN and CapsNets-based agents.—0
Playing optical tweezers with deep reinforcement learning: in virtual, physical and augmented environments—0
Playing Text-Based Games with Common Sense—0
Point Cloud Scene Completion with Joint Color and Semantic Estimation from Single RGB-D Image—0
Poisoning Deep Reinforcement Learning Agents with In-Distribution Triggers—0
Policies for the Dynamic Traveling Maintainer Problem with Alerts—0
Policy-Based Bayesian Experimental Design for Non-Differentiable Implicit Models—0
Policy Design for Active Sequential Hypothesis Testing using Deep Learning—0
Policy Distillation with Selective Input Gradient Regularization for Efficient Interpretability—0
Policy Entropy for Out-of-Distribution Classification—0
PolicyGNN: Aggregation Optimization for Graph Neural Networks—0
Policy Gradient For Multidimensional Action Spaces: Action Sampling and Entropy Bonus—0
Policy Networks with Two-Stage Training for Dialogue Systems—0
Policy Optimization by Genetic Distillation—0
Policy Optimization with Smooth Guidance Learned from State-Only Demonstrations—0
Policy Prediction Network: Model-Free Behavior Policy with Model-Based Learning in Continuous Action Space—0
Policy Search in Continuous Action Domains: an Overview—0
POMDPs in Continuous Time and Discrete Spaces—0
Population-aware Online Mirror Descent for Mean-Field Games by Deep Reinforcement Learning—0
Population-coding and Dynamic-neurons improved Spiking Actor Network for Reinforcement Learning—0
Portfolio Management using Deep Reinforcement Learning—0
Portfolio Optimization with 2D Relative-Attentional Gated Transformer—0
Position-Agnostic Autonomous Navigation in Vineyards with Deep Reinforcement Learning—0
Power Allocation in Cache-Aided NOMA Systems: Optimization and Deep Reinforcement Learning Approaches—0
PowerNet: Multi-agent Deep Reinforcement Learning for Scalable Powergrid Control—0
PPO-UE: Proximal Policy Optimization via Uncertainty-Aware Exploration—0
Practicable Black-box Evasion Attacks on Link Prediction in Dynamic Graphs -- A Graph Sequential Embedding Method—0
Practical Marginalized Importance Sampling with the Successor Representation—0
Precision medicine as a control problem: Using simulation and deep reinforcement learning to discover adaptive, personalized multi-cytokine therapy for sepsis—0
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