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Deep Reinforcement Learning

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TitleStatusHype
Removing the need for ground truth UWB data collection: self-supervised ranging error correction using deep reinforcement learning—0
CaT: Constraints as Terminations for Legged Locomotion Reinforcement Learning—0
Intent-Aware DRL-Based NOMA Uplink Dynamic Scheduler for IIoTCode0
Learning Traffic Signal Control via Genetic Programming—0
PeersimGym: An Environment for Solving the Task Offloading Problem with Reinforcement LearningCode1
VDSC: Enhancing Exploration Timing with Value Discrepancy and State Counts—0
Deep Reinforcement Learning and Mean-Variance Strategies for Responsible Portfolio Optimization—0
Bi-Level Control of Weaving Sections in Mixed Traffic Environments with Connected and Automated Vehicles—0
Interpretable Modeling of Deep Reinforcement Learning Driven Scheduling—0
Unifying Large Language Model and Deep Reinforcement Learning for Human-in-Loop Interactive Socially-aware Navigation—0
Blockchain-based Pseudonym Management for Vehicle Twin Migrations in Vehicular Edge Metaverse—0
Parametric PDE Control with Deep Reinforcement Learning and Differentiable L0-Sparse Polynomial PoliciesCode0
Improved Long Short-Term Memory-based Wastewater Treatment Simulators for Deep Reinforcement Learning—0
DouRN: Improving DouZero by Residual Neural NetworksCode0
FootstepNet: an Efficient Actor-Critic Method for Fast On-line Bipedal Footstep Planning and ForecastingCode1
Fast Value Tracking for Deep Reinforcement Learning—0
Demystifying the Physics of Deep Reinforcement Learning-Based Autonomous Vehicle Decision-Making—0
Deep Neural Crossover—0
Scheduling Drone and Mobile Charger via Hybrid-Action Deep Reinforcement Learning—0
Lyapunov Neural Network with Region of Attraction Search—0
Quality-Diversity Actor-Critic: Learning High-Performing and Diverse Behaviors via Value and Successor Features CriticsCode1
Incorporating Graph Attention Mechanism into Geometric Problem Solving Based on Deep Reinforcement LearningCode0
Socially Integrated Navigation: A Social Acting Robot with Deep Reinforcement Learning—0
SINDy-RL: Interpretable and Efficient Model-Based Reinforcement LearningCode2
Leveraging Constraint Programming in a Deep Learning Approach for Dynamically Solving the Flexible Job-Shop Scheduling Problem—0
Meta-operators for Enabling Parallel Planning Using Deep Reinforcement Learning—0
Digital Twin-assisted Reinforcement Learning for Resource-aware Microservice Offloading in Edge Computing—0
Symmetric Q-learning: Reducing Skewness of Bellman Error in Online Reinforcement Learning—0
An Improved Strategy for Blood Glucose Control Using Multi-Step Deep Reinforcement Learning—0
Deep Reinforcement Learning for Modelling Protein Complexes—0
Lander.AI: Adaptive Landing Behavior Agent for Expertise in 3D Dynamic Platform LandingsCode0
Tactical Decision Making for Autonomous Trucks by Deep Reinforcement Learning with Total Cost of Operation Based Reward—0
Optimal Policy Sparsification and Low Rank Decomposition for Deep Reinforcement Learning—0
UDCR: Unsupervised Aortic DSA/CTA Rigid Registration Using Deep Reinforcement Learning and Overlap Degree Calculation—0
Dissecting Deep RL with High Update Ratios: Combatting Value Divergence—0
Shielded Deep Reinforcement Learning for Complex Spacecraft Tasking—0
Noisy Spiking Actor Network for Exploration—0
Fill-and-Spill: Deep Reinforcement Learning Policy Gradient Methods for Reservoir Operation Decision and Control—0
Vlearn: Off-Policy Learning with Efficient State-Value Function Estimation—0
Symmetry Considerations for Learning Task Symmetric Robot PoliciesCode7
Model-Free Load Frequency Control of Nonlinear Power Systems Based on Deep Reinforcement Learning—0
Generalizing Cooperative Eco-driving via Multi-residual Task Learning—0
Population-aware Online Mirror Descent for Mean-Field Games by Deep Reinforcement Learning—0
Stop Regressing: Training Value Functions via Classification for Scalable Deep RL—0
Dexterous Legged Locomotion in Confined 3D Spaces with Reinforcement Learning—0
RACE-SM: Reinforcement Learning Based Autonomous Control for Social On-Ramp Merging—0
Leveraging Federated Learning and Edge Computing for Recommendation Systems within Cloud Computing Networks—0
A Zero-Shot Reinforcement Learning Strategy for Autonomous Guidewire Navigation—0
Autonomous vehicle decision and control through reinforcement learning with traffic flow randomization—0
Fighting Game Adaptive Background Music for Improved Gameplay—0
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