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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 41 of 59: papers 4,001 to 4,100 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.

• Multi-agent deep reinforcement learning (MADRL) meets multi-user MIMO systems
  10 Sep 2021 0 repositories listed
• Optimizing a domestic battery and solar photovoltaic system with deep reinforcement learning
  10 Sep 2021 0 repositories listed
• DAN: Decentralized Attention-based Neural Network for the MinMax Multiple Traveling Salesman Problem
  9 Sep 2021 0 repositories listed
• Deep Reinforcement Learning for Equal Risk Pricing and Hedging under Dynamic Expectile Risk Measures
  9 Sep 2021 0 repositories listed
• A Deep Reinforcement Learning Approach for Online Parcel Assignment
  8 Sep 2021 0 repositories listed
• A Survey of Deep Reinforcement Learning in Recommender Systems: A Systematic Review and Future Directions
  8 Sep 2021 0 repositories listed
• Membership Inference Attacks Against Temporally Correlated Data in Deep Reinforcement Learning
  8 Sep 2021 0 repositories listed
• Hindsight Reward Tweaking via Conditional Deep Reinforcement Learning
  6 Sep 2021 0 repositories listed
• Soft Hierarchical Graph Recurrent Networks for Many-Agent Partially Observable Environments
  5 Sep 2021 0 repositories listed
• Reinforcement Learning for Battery Energy Storage Dispatch augmented with Model-based Optimizer
  2 Sep 2021 0 repositories listed
• Communication-Computation Efficient Device-Edge Co-Inference via AutoML
  30 Aug 2021 0 repositories listed
• Investigating Vulnerabilities of Deep Neural Policies
  30 Aug 2021 0 repositories listed
• Path Planning for Cellular-Connected UAV: A DRL Solution with Quantum-Inspired Experience Replay
  30 Aug 2021 0 repositories listed
• A Policy Efficient Reduction Approach to Convex Constrained Deep Reinforcement Learning
  29 Aug 2021 0 repositories listed
• Autonomous Curiosity for Real-Time Training Onboard Robotic Agents
  29 Aug 2021 0 repositories listed
• Accelerating Serverless Computing by Harvesting Idle Resources
  28 Aug 2021 0 repositories listed
• Deep Reinforcement Learning for Wireless Resource Allocation Using Buffer State Information
  27 Aug 2021 0 repositories listed
• WAD: A Deep Reinforcement Learning Agent for Urban Autonomous Driving
  27 Aug 2021 0 repositories listed
• Deep Reinforcement Learning for Dynamic Band Switch in Cellular-Connected UAV
  26 Aug 2021 0 repositories listed
• Deep Reinforcement Learning in Computer Vision: A Comprehensive Survey
  25 Aug 2021 0 repositories listed
• Entropy-Aware Model Initialization for Effective Exploration in Deep Reinforcement Learning
  24 Aug 2021 0 repositories listed
• No DBA? No regret! Multi-armed bandits for index tuning of analytical and HTAP workloads with provable guarantees
  23 Aug 2021 0 repositories listed
• A Reinforcement Learning Approach for GNSS Spoofing Attack Detection of Autonomous Vehicles
  19 Aug 2021 0 repositories listed
• Dynamic Difficulty Adjustment in Virtual Reality Exergames through Experience-driven Procedural Content Generation
  19 Aug 2021 0 repositories listed
• Explainable Deep Reinforcement Learning Using Introspection in a Non-episodic Task
  18 Aug 2021 0 repositories listed
• Optimal Placement of Public Electric Vehicle Charging Stations Using Deep Reinforcement Learning
  17 Aug 2021 0 repositories listed
• Neural-to-Tree Policy Distillation with Policy Improvement Criterion
  16 Aug 2021 0 repositories listed
• Optimal Scheduling of Isolated Microgrids Using Automated Reinforcement Learning-based Multi-period Forecasting
  15 Aug 2021 0 repositories listed
• A Microscopic Pandemic Simulator for Pandemic Prediction Using Scalable Million-Agent Reinforcement Learning
  14 Aug 2021 0 repositories listed
• Does Explicit Prediction Matter in Deep Reinforcement Learning-Based Energy Management?
  11 Aug 2021 0 repositories listed
• DQ-GAT: Towards Safe and Efficient Autonomous Driving with Deep Q-Learning and Graph Attention Networks
  11 Aug 2021 0 repositories listed
• A Survey on Deep Reinforcement Learning for Data Processing and Analytics
  10 Aug 2021 0 repositories listed
• Deep Reinforcement Learning for Demand Driven Services in Logistics and Transportation Systems: A Survey
  10 Aug 2021 0 repositories listed
• High Quality Related Search Query Suggestions using Deep Reinforcement Learning
  10 Aug 2021 0 repositories listed
• A Study on Dense and Sparse (Visual) Rewards in Robot Policy Learning
  6 Aug 2021 0 repositories listed
• Deep Reinforcement Learning for Intelligent Reflecting Surface-assisted D2D Communications
  6 Aug 2021 0 repositories listed
• Deep Reinforcement Learning for Continuous Docking Control of Autonomous Underwater Vehicles: A Benchmarking Study
  5 Aug 2021 0 repositories listed
• DRL-based Slice Placement Under Non-Stationary Conditions
  5 Aug 2021 0 repositories listed
• Ensemble Consensus-based Representation Deep Reinforcement Learning for Hybrid FSO/RF Communication Systems
  5 Aug 2021 0 repositories listed
• Learning to Design and Construct Bridge without Blueprint
  5 Aug 2021 0 repositories listed
• On the Robustness of Controlled Deep Reinforcement Learning for Slice Placement
  5 Aug 2021 0 repositories listed
• RIS-assisted UAV Communications for IoT with Wireless Power Transfer Using Deep Reinforcement Learning
  5 Aug 2021 0 repositories listed
• High Performance Across Two Atari Paddle Games Using the Same Perceptual Control Architecture Without Training
  4 Aug 2021 0 repositories listed
• Controlled Deep Reinforcement Learning for Optimized Slice Placement
  3 Aug 2021 0 repositories listed
• Deep Reinforcement Learning Based Networked Control with Network Delays for Signal Temporal Logic Specifications
  3 Aug 2021 0 repositories listed
• Factor Representation and Decision Making in Stock Markets Using Deep Reinforcement Learning
  3 Aug 2021 0 repositories listed
• Adversarial Attacks Against Deep Reinforcement Learning Framework in Internet of Vehicles
  2 Aug 2021 0 repositories listed
• A Reinforcement Learning Approach for Scheduling in mmWave Networks
  1 Aug 2021 0 repositories listed
• Interactive Reinforcement Learning for Table Balancing Robot
  1 Aug 2021 0 repositories listed
• UAV Trajectory Planning in Wireless Sensor Networks for Energy Consumption Minimization by Deep Reinforcement Learning
  1 Aug 2021 0 repositories listed
• An Intelligent Energy Management Framework for Hybrid-Electric Propulsion Systems Using Deep Reinforcement Learning
  31 Jul 2021 0 repositories listed
• Physics-informed Dyna-Style Model-Based Deep Reinforcement Learning for Dynamic Control
  31 Jul 2021 0 repositories listed
• Snippet Policy Network for Multi-class Varied-length ECG Early Classification
  28 Jul 2021 0 repositories listed
• Value-Based Reinforcement Learning for Continuous Control Robotic Manipulation in Multi-Task Sparse Reward Settings
  28 Jul 2021 0 repositories listed
• Deep Reinforcement Learning for L3 Slice Localization in Sarcopenia Assessment
  27 Jul 2021 0 repositories listed
• Double Deep Q-learning Based Real-Time Optimization Strategy for Microgrids
  27 Jul 2021 0 repositories listed
• Learning-based Prediction, Rendering and Transmission for Interactive Virtual Reality in RIS-Assisted Terahertz Networks
  27 Jul 2021 0 repositories listed
• Predicting Game Engagement and Difficulty Using AI Players
  26 Jul 2021 0 repositories listed
• DR2L: Surfacing Corner Cases to Robustify Autonomous Driving via Domain Randomization Reinforcement Learning
  25 Jul 2021 0 repositories listed
• Cooperative Exploration for Multi-Agent Deep Reinforcement Learning
  23 Jul 2021 0 repositories listed
• Deep equal risk pricing of financial derivatives with non-translation invariant risk measures
  23 Jul 2021 0 repositories listed
• A Deep Reinforcement Learning Approach for Fair Traffic Signal Control
  21 Jul 2021 0 repositories listed
• Bayesian Controller Fusion: Leveraging Control Priors in Deep Reinforcement Learning for Robotics
  21 Jul 2021 0 repositories listed
• Multimodal Reward Shaping for Efficient Exploration in Reinforcement Learning
  19 Jul 2021 0 repositories listed
• High-Accuracy Model-Based Reinforcement Learning, a Survey
  17 Jul 2021 0 repositories listed
• On the Robustness of Deep Reinforcement Learning in IRS-Aided Wireless Communications Systems
  17 Jul 2021 0 repositories listed
• MODRL/D-EL: Multiobjective Deep Reinforcement Learning with Evolutionary Learning for Multiobjective Optimization
  16 Jul 2021 0 repositories listed
• Visual Adversarial Imitation Learning using Variational Models
  16 Jul 2021 0 repositories listed
• Deep Reinforcement Learning based Dynamic Optimization of Bus Timetable
  15 Jul 2021 0 repositories listed
• Evaluation of Human-AI Teams for Learned and Rule-Based Agents in Hanabi
  15 Jul 2021 0 repositories listed
• Graph-Embedded Multi-Agent Learning for Smart Reconfigurable THz MIMO-NOMA Networks
  15 Jul 2021 0 repositories listed
• Going Beyond Linear RL: Sample Efficient Neural Function Approximation
  14 Jul 2021 0 repositories listed
• Mixing Human Demonstrations with Self-Exploration in Experience Replay for Deep Reinforcement Learning
  14 Jul 2021 0 repositories listed
• QoS-Aware Scheduling in New Radio Using Deep Reinforcement Learning
  14 Jul 2021 0 repositories listed
• A Deep Reinforcement Learning Approach for Traffic Signal Control Optimization
  13 Jul 2021 0 repositories listed
• Learning based E2E Energy Efficient in Joint Radio and NFV Resource Allocation for 5G and Beyond Networks
  13 Jul 2021 0 repositories listed
• R3L: Connecting Deep Reinforcement Learning to Recurrent Neural Networks for Image Denoising via Residual Recovery
  12 Jul 2021 0 repositories listed
• Distributed Deep Reinforcement Learning for Intelligent Traffic Monitoring with a Team of Aerial Robots
  10 Jul 2021 0 repositories listed
• Attend2Pack: Bin Packing through Deep Reinforcement Learning with Attention
  9 Jul 2021 0 repositories listed
• Automated Gain Control Through Deep Reinforcement Learning for Downstream Radar Object Detection
  8 Jul 2021 0 repositories listed
• Towards Autonomous Pipeline Inspection with Hierarchical Reinforcement Learning
  8 Jul 2021 0 repositories listed
• Evaluating the progress of Deep Reinforcement Learning in the real world: aligning domain-agnostic and domain-specific research
  7 Jul 2021 0 repositories listed
• Pseudo-Model-Free Hedging for Variable Annuities via Deep Reinforcement Learning
  7 Jul 2021 0 repositories listed
• Effects of Smart Traffic Signal Control on Air Quality
  6 Jul 2021 0 repositories listed
• Control of rough terrain vehicles using deep reinforcement learning
  5 Jul 2021 0 repositories listed
• Winning at Any Cost -- Infringing the Cartel Prohibition With Reinforcement Learning
  5 Jul 2021 0 repositories listed
• Low-Dimensional State and Action Representation Learning with MDP Homomorphism Metrics
  4 Jul 2021 0 repositories listed
• Restless and Uncertain: Robust Policies for Restless Bandits via Deep Multi-Agent Reinforcement Learning
  4 Jul 2021 0 repositories listed
• Traffic Signal Control with Communicative Deep Reinforcement Learning Agents: a Case Study
  3 Jul 2021 0 repositories listed
• A Novel Deep Reinforcement Learning Based Stock Direction Prediction using Knowledge Graph and Community Aware Sentiments
  2 Jul 2021 0 repositories listed
• SocialAI: Benchmarking Socio-Cognitive Abilities in Deep Reinforcement Learning Agents
  2 Jul 2021 0 repositories listed
• Drone swarm patrolling with uneven coverage requirements
  1 Jul 2021 0 repositories listed
• Optimal Power Allocation for Rate Splitting Communications with Deep Reinforcement Learning
  1 Jul 2021 0 repositories listed
• Applications of the Free Energy Principle to Machine Learning and Neuroscience
  30 Jun 2021 0 repositories listed
• DRILL-- Deep Reinforcement Learning for Refinement Operators in 𝒜ℒ𝒞
  29 Jun 2021 0 repositories listed
• UAV-assisted Online Machine Learning over Multi-Tiered Networks: A Hierarchical Nested Personalized Federated Learning Approach
  29 Jun 2021 0 repositories listed
• Expert Q-learning: Deep Reinforcement Learning with Coarse State Values from Offline Expert Examples
  28 Jun 2021 0 repositories listed
• Continuous Control with Deep Reinforcement Learning for Autonomous Vessels
  27 Jun 2021 0 repositories listed
• Hierarchically Integrated Models: Learning to Navigate from Heterogeneous Robots
  24 Jun 2021 0 repositories listed
• Off-Policy Reinforcement Learning with Delayed Rewards
  22 Jun 2021 0 repositories listed