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Deep Reinforcement Learning

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TitleStatusHype
JPPO: Joint Power and Prompt Optimization for Accelerated Large Language Model Services—0
Two-Timescale Digital Twin Assisted Model Interference and Retraining over Wireless Network—0
Application of Soft Actor-Critic Algorithms in Optimizing Wastewater Treatment with Time Delays Integration—0
Joint Combinatorial Node Selection and Resource Allocations in the Lightning Network using Attention-based Reinforcement Learning—0
CRASH: Challenging Reinforcement-Learning Based Adversarial Scenarios For Safety Hardening—0
Why the Agent Made that Decision: Explaining Deep Reinforcement Learning with Vision Masks—0
Continual Deep Reinforcement Learning with Task-Agnostic Policy DistillationCode0
Broad Critic Deep Actor Reinforcement Learning for Continuous Control—0
Learning a local trading strategy: deep reinforcement learning for grid-scale renewable energy integration—0
Movable Antenna-Equipped UAV for Data Collection in Backscatter Sensor Networks: A Deep Reinforcement Learning-based Approach—0
A Systematic Study of Multi-Agent Deep Reinforcement Learning for Safe and Robust Autonomous Highway Ramp Entry—0
Learning-Enabled Adaptive Voltage Protection Against Load Alteration Attacks On Smart Grids—0
Action-Attentive Deep Reinforcement Learning for Autonomous Alignment of BeamlinesCode0
SkillTree: Explainable Skill-Based Deep Reinforcement Learning for Long-Horizon Control Tasks—0
HEIGHT: Heterogeneous Interaction Graph Transformer for Robot Navigation in Crowded and Constrained Environments—0
Reinforced Symbolic Learning with Logical Constraints for Predicting Turbine Blade Fatigue Life—0
Signaling and Social Learning in Swarms of Robots—0
Dynamics of Resource Allocation in O-RANs: An In-depth Exploration of On-Policy and Off-Policy Deep Reinforcement Learning for Real-Time Applications—0
Reinforcing Competitive Multi-Agents for Playing So Long Sucker—0
Wireless Resource Allocation with Collaborative Distributed and Centralized DRL under Control Channel Attacks—0
Mitigating Parameter Degeneracy using Joint Conditional Diffusion Model for WECC Composite Load Model in Power Systems—0
Edge Caching Optimization with PPO and Transfer Learning for Dynamic Environments—0
Fair Resource Allocation in Weakly Coupled Markov Decision Processes—0
Towards Practical Deep Schedulers for Allocating Cellular Radio Resources—0
Towards Secure Intelligent O-RAN Architecture: Vulnerabilities, Threats and Promising Technical Solutions using LLMs—0
Test Where Decisions Matter: Importance-driven Testing for Deep Reinforcement Learning—0
Optimizing Traffic Signal Control using High-Dimensional State Representation and Efficient Deep Reinforcement Learning—0
Model Partition and Resource Allocation for Split Learning in Vehicular Edge Networks—0
Joint Age-State Belief is All You Need: Minimizing AoII via Pull-Based Remote Estimation—0
GSL-PCD: Improving Generalist-Specialist Learning with Point Cloud Feature-based Task Partitioning—0
To Train or Not to Train: Balancing Efficiency and Training Cost in Deep Reinforcement Learning for Mobile Edge Computing—0
Real-time Monitoring and Analysis of Track and Field Athletes Based on Edge Computing and Deep Reinforcement Learning Algorithm—0
OCMDP: Observation-Constrained Markov Decision Process—0
Multi-hop Upstream Anticipatory Traffic Signal Control with Deep Reinforcement Learning—0
Deep Reinforcement Learning for Digital Twin-Oriented Complex Networked Systems—0
Tangled Program Graphs as an alternative to DRL-based control algorithms for UAVsCode0
Towards Active Flow Control Strategies Through Deep Reinforcement Learning—0
Acceleration for Deep Reinforcement Learning using Parallel and Distributed Computing: A Survey—0
Data-Driven Distributed Common Operational Picture from Heterogeneous Platforms using Multi-Agent Reinforcement Learning—0
Evaluating Robustness of Reinforcement Learning Algorithms for Autonomous Shipping—0
Maximizing User Connectivity in AI-Enabled Multi-UAV Networks: A Distributed Strategy Generalized to Arbitrary User Distributions—0
UEVAVD: A Dataset for Developing UAV's Eye View Active Object DetectionCode0
Solving Hidden Monotone Variational Inequalities with Surrogate Losses—0
Plasticity Loss in Deep Reinforcement Learning: A Survey—0
A Comparative Study of Deep Reinforcement Learning for Crop Production Management—0
Autonomous Decision Making for UAV Cooperative Pursuit-Evasion Game with Reinforcement Learning—0
Accelerating Task Generalisation with Multi-Level Skill Hierarchies—0
Dynamic Weight Adjusting Deep Q-Networks for Real-Time Environmental Adaptation—0
IRS-Enhanced Secure Semantic Communication Networks: Cross-Layer and Context-Awared Resource Allocation—0
Deep Reinforcement Learning for Optimizing Inverter Control: Fixed and Adaptive Gain Tuning Strategies for Power System Stability—0
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