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Deep Reinforcement Learning

Papers archive 2025-07-28

archive papers tagged: 5,822 · with a code link: 1,739 · where Syntology ran a sample: 398 (340 with a run with no instrument failure, 58 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (398 of 5,822 tagged: 340 with a run with no instrument failure, 58 where every run was a failure of Syntology's instrument)

Page 37 of 59: papers 3,601 to 3,700 of 5,822, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Optimizing Nitrogen Management with Deep Reinforcement Learning and Crop Simulations
  21 Apr 2022 0 repositories listed
• Network Topology Optimization via Deep Reinforcement Learning
  19 Apr 2022 0 repositories listed
• Efficient Bayesian Policy Reuse with a Scalable Observation Model in Deep Reinforcement Learning
  16 Apr 2022 0 repositories listed
• D3PG: Dirichlet DDPG for Task Partitioning and Offloading With Constrained Hybrid Action Space in Mobile-Edge Computing
  14 Apr 2022 0 repositories listed
• Efficient and practical quantum compiler towards multi-qubit systems with deep reinforcement learning
  14 Apr 2022 0 repositories listed
• GloCAL: Glocalized Curriculum-Aided Learning of Multiple Tasks with Application to Robotic Grasping
  14 Apr 2022 0 repositories listed
• Methodical Advice Collection and Reuse in Deep Reinforcement Learning
  14 Apr 2022 0 repositories listed
• RL-CoSeg : A Novel Image Co-Segmentation Algorithm with Deep Reinforcement Learning
  12 Apr 2022 0 repositories listed
• Smart Interference Management xApp using Deep Reinforcement Learning
  12 Apr 2022 0 repositories listed
• Deep Reinforcement Learning Based Semi-Autonomous Control for Robotic Surgery
  11 Apr 2022 0 repositories listed
• Evaluating Vision Transformer Methods for Deep Reinforcement Learning from Pixels
  11 Apr 2022 0 repositories listed
• MR-iNet Gym: Framework for Edge Deployment of Deep Reinforcement Learning on Embedded Software Defined Radio
  9 Apr 2022 0 repositories listed
• Optimizing the Long-Term Behaviour of Deep Reinforcement Learning for Pushing and Grasping
  7 Apr 2022 0 repositories listed
• Optimal service resource management strategy for IoT-based health information system considering value co-creation of users
  5 Apr 2022 0 repositories listed
• Optimising Energy Efficiency in UAV-Assisted Networks using Deep Reinforcement Learning
  4 Apr 2022 0 repositories listed
• Enhancing Digital Health Services: A Machine Learning Approach to Personalized Exercise Goal Setting
  3 Apr 2022 0 repositories listed
• Learning High-DOF Reaching-and-Grasping via Dynamic Representation of Gripper-Object Interaction
  3 Apr 2022 0 repositories listed
• Hybrid Transfer in Deep Reinforcement Learning for Ads Allocation
  2 Apr 2022 0 repositories listed
• Building Decision Forest via Deep Reinforcement Learning
  1 Apr 2022 0 repositories listed
• Maze Learning using a Hyperdimensional Predictive Processing Cognitive Architecture
  31 Mar 2022 0 repositories listed
• Spatio-Temporal Graph Convolutional Neural Networks for Physics-Aware Grid Learning Algorithms
  31 Mar 2022 0 repositories listed
• Mask Atari for Deep Reinforcement Learning as POMDP Benchmarks
  31 Mar 2022 0 repositories listed
• Investigating the Properties of Neural Network Representations in Reinforcement Learning
  30 Mar 2022 0 repositories listed
• Reducing Learning Difficulties: One-Step Two-Critic Deep Reinforcement Learning for Inverter-based Volt-Var Control
  30 Mar 2022 0 repositories listed
• Towards Interpretable Deep Reinforcement Learning Models via Inverse Reinforcement Learning
  30 Mar 2022 0 repositories listed
• Deep Reinforcement Learning for Data-Driven Adaptive Scanning in Ptychography
  29 Mar 2022 0 repositories listed
• Deep Reinforcement Learning Aided Platoon Control Relying on V2X Information
  28 Mar 2022 0 repositories listed
• Limited Parameter Denoising for Low-dose X-ray Computed Tomography Using Deep Reinforcement Learning
  28 Mar 2022 0 repositories listed
• REPTILE: A Proactive Real-Time Deep Reinforcement Learning Self-adaptive Framework
  28 Mar 2022 0 repositories listed
• A Novel Neuromorphic Processors Realization of Spiking Deep Reinforcement Learning for Portfolio Management
  26 Mar 2022 0 repositories listed
• Combining Evolution and Deep Reinforcement Learning for Policy Search: a Survey
  26 Mar 2022 0 repositories listed
• A Conservative Q-Learning approach for handling distribution shift in sepsis treatment strategies
  25 Mar 2022 0 repositories listed
• Dealing with Sparse Rewards Using Graph Neural Networks
  25 Mar 2022 0 repositories listed
• Deep reinforcement learning for optimal well control in subsurface systems with uncertain geology
  24 Mar 2022 0 repositories listed
• The state-of-the-art review on resource allocation problem using artificial intelligence methods on various computing paradigms
  23 Mar 2022 0 repositories listed
• Review of Metrics to Measure the Stability, Robustness and Resilience of Reinforcement Learning
  22 Mar 2022 0 repositories listed
• Scalable Deep Reinforcement Learning Algorithms for Mean Field Games
  22 Mar 2022 0 repositories listed
• Hierarchical Reinforcement Learning of Locomotion Policies in Response to Approaching Objects: A Preliminary Study
  20 Mar 2022 0 repositories listed
• Reinforcement learning reward function in unmanned aerial vehicle control tasks
  20 Mar 2022 0 repositories listed
• Deep reinforcement learning guided graph neural networks for brain network analysis
  18 Mar 2022 0 repositories listed
• Federated Learning for Privacy Preservation in Smart Healthcare Systems: A Comprehensive Survey
  18 Mar 2022 0 repositories listed
• Infinite-Horizon Reach-Avoid Zero-Sum Games via Deep Reinforcement Learning
  18 Mar 2022 0 repositories listed
• Latency Optimization for Blockchain-Empowered Federated Learning in Multi-Server Edge Computing
  18 Mar 2022 0 repositories listed
• Proximal Policy Optimization with Adaptive Threshold for Symmetric Relative Density Ratio
  18 Mar 2022 0 repositories listed
• A Deep Reinforcement Learning-Based Caching Strategy for IoT Networks with Transient Data
  16 Mar 2022 0 repositories listed
• A Survey of Multi-Agent Deep Reinforcement Learning with Communication
  16 Mar 2022 0 repositories listed
• Active Phase-Encode Selection for Slice-Specific Fast MR Scanning Using a Transformer-Based Deep Reinforcement Learning Framework
  11 Mar 2022 0 repositories listed
• Deep Binary Reinforcement Learning for Scalable Verification
  11 Mar 2022 0 repositories listed
• Graph Neural Networks for Relational Inductive Bias in Vision-based Deep Reinforcement Learning of Robot Control
  11 Mar 2022 0 repositories listed
• Minimizing the AoI in Resource-Constrained Multi-Source Relaying Systems: Dynamic and Learning-based Scheduling
  10 Mar 2022 0 repositories listed
• Human-Like Navigation Behavior: A Statistical Evaluation Framework
  10 Mar 2022 0 repositories listed
• Investigation of Factorized Optical Flows as Mid-Level Representations
  9 Mar 2022 0 repositories listed
• Multi-robot Cooperative Pursuit via Potential Field-Enhanced Reinforcement Learning
  9 Mar 2022 0 repositories listed
• Designing Heterogeneous GNNs with Desired Permutation Properties for Wireless Resource Allocation
  8 Mar 2022 0 repositories listed
• A Practical AoI Scheduler in IoT Networks with Relays
  8 Mar 2022 0 repositories listed
• Multi-Agent Broad Reinforcement Learning for Intelligent Traffic Light Control
  8 Mar 2022 0 repositories listed
• Policy-Based Bayesian Experimental Design for Non-Differentiable Implicit Models
  8 Mar 2022 0 repositories listed
• Rényi State Entropy for Exploration Acceleration in Reinforcement Learning
  8 Mar 2022 0 repositories listed
• A Survey on Reinforcement Learning Methods in Character Animation
  7 Mar 2022 0 repositories listed
• Co-Optimization of On-Ramp Merging and Plug-In Hybrid Electric Vehicle Power Split Using Deep Reinforcement Learning
  7 Mar 2022 0 repositories listed
• Efficient Policy Generation in Multi-Agent Systems via Hypergraph Neural Network
  7 Mar 2022 0 repositories listed
• Knowledge Transfer in Deep Reinforcement Learning for Slice-Aware Mobility Robustness Optimization
  7 Mar 2022 0 repositories listed
• Reinforcement Learning for Location-Aware Scheduling
  7 Mar 2022 0 repositories listed
• Deep Reinforcement Learning based Model-free On-line Dynamic Multi-Microgrid Formation to Enhance Resilience
  6 Mar 2022 0 repositories listed
• Hierarchically Structured Scheduling and Execution of Tasks in a Multi-Agent Environment
  6 Mar 2022 0 repositories listed
• Leveraging Reward Gradients For Reinforcement Learning in Differentiable Physics Simulations
  6 Mar 2022 0 repositories listed
• Offline Deep Reinforcement Learning for Dynamic Pricing of Consumer Credit
  6 Mar 2022 0 repositories listed
• Cloud-Edge Training Architecture for Sim-to-Real Deep Reinforcement Learning
  4 Mar 2022 0 repositories listed
• Bilateral Deep Reinforcement Learning Approach for Better-than-human Car Following Model
  3 Mar 2022 0 repositories listed
• Modality-Adaptive Mixup and Invariant Decomposition for RGB-Infrared Person Re-Identification
  3 Mar 2022 0 repositories listed
• Imitation and Adaptation Based on Consistency: A Quadruped Robot Imitates Animals from Videos Using Deep Reinforcement Learning
  2 Mar 2022 0 repositories listed
• Keeping Minimal Experience to Achieve Efficient Interpretable Policy Distillation
  2 Mar 2022 0 repositories listed
• Approximating a deep reinforcement learning docking agent using linear model trees
  1 Mar 2022 0 repositories listed
• Explaining a Deep Reinforcement Learning Docking Agent Using Linear Model Trees with User Adapted Visualization
  1 Mar 2022 0 repositories listed
• Hierarchical Multi-Agent DRL-Based Framework for Joint Multi-RAT Assignment and Dynamic Resource Allocation in Next-Generation HetNets
  28 Feb 2022 0 repositories listed
• Domain Knowledge-Based Automated Analog Circuit Design with Deep Reinforcement Learning
  26 Feb 2022 0 repositories listed
• Consolidated Adaptive T-soft Update for Deep Reinforcement Learning
  25 Feb 2022 0 repositories listed
• Deep Reinforcement Learning-Based Joint Satellite Scheduling and Resource Allocation in Satellite-Terrestrial Integrated Networks
  24 Feb 2022 0 repositories listed
• Behaviour-Diverse Automatic Penetration Testing: A Curiosity-Driven Multi-Objective Deep Reinforcement Learning Approach
  22 Feb 2022 0 repositories listed
• Multi-fidelity reinforcement learning framework for shape optimization
  22 Feb 2022 0 repositories listed
• Autonomous Warehouse Robot using Deep Q-Learning
  21 Feb 2022 0 repositories listed
• CCPT: Automatic Gameplay Testing and Validation with Curiosity-Conditioned Proximal Trajectories
  21 Feb 2022 0 repositories listed
• Toward a Smart Resource Allocation Policy via Artificial Intelligence in 6G Networks: Centralized or Decentralized?
  18 Feb 2022 0 repositories listed
• A Survey on Deep Reinforcement Learning-based Approaches for Adaptation and Generalization
  17 Feb 2022 0 repositories listed
• Retrieval-Augmented Reinforcement Learning
  17 Feb 2022 0 repositories listed
• Robust Reinforcement Learning via Genetic Curriculum
  17 Feb 2022 0 repositories listed
• Deep Reinforcement Learning Based Multi-Access Edge Computing Schedule for Internet of Vehicle
  15 Feb 2022 0 repositories listed
• Autonomous Drone Swarm Navigation and Multi-target Tracking in 3D Environments with Dynamic Obstacles
  13 Feb 2022 0 repositories listed
• Deep Reinforcement Learning and Convex Mean-Variance Optimisation for Portfolio Management
  13 Feb 2022 0 repositories listed
• Active Privacy-Utility Trade-off Against Inference in Time-Series Data Sharing
  11 Feb 2022 0 repositories listed
• Abstraction for Deep Reinforcement Learning
  10 Feb 2022 0 repositories listed
• AI-based Robust Resource Allocation in End-to-End Network Slicing under Demand and CSI Uncertainties
  10 Feb 2022 0 repositories listed
• Development and Validation of an AI-Driven Model for the La Rance Tidal Barrage: A Generalisable Case Study
  10 Feb 2022 0 repositories listed
• Scenario-Assisted Deep Reinforcement Learning
  9 Feb 2022 0 repositories listed
• Energy Management Based on Multi-Agent Deep Reinforcement Learning for A Multi-Energy Industrial Park
  8 Feb 2022 0 repositories listed
• Local Explanations for Reinforcement Learning
  8 Feb 2022 0 repositories listed
• Robust, Deep, and Reinforcement Learning for Management of Communication and Power Networks
  8 Feb 2022 0 repositories listed
• Soft Actor-Critic with Inhibitory Networks for Faster Retraining
  7 Feb 2022 0 repositories listed
• Energy-Aware Edge Association for Cluster-based Personalized Federated Learning
  6 Feb 2022 0 repositories listed
• 5G Network on Wings: A Deep Reinforcement Learning Approach to the UAV-based Integrated Access and Backhaul
  4 Feb 2022 0 repositories listed