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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 33 of 59: papers 3,201 to 3,300 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.

• Asynchronous Deep Double Duelling Q-Learning for Trading-Signal Execution in Limit Order Book Markets
  20 Jan 2023 0 repositories listed
• Revisiting Estimation Bias in Policy Gradients for Deep Reinforcement Learning
  20 Jan 2023 0 repositories listed
• A Survey of Meta-Reinforcement Learning
  19 Jan 2023 0 repositories listed
• Domain-adapted Learning and Interpretability: DRL for Gas Trading
  19 Jan 2023 0 repositories listed
• Automated deep reinforcement learning for real-time scheduling strategy of multi-energy system integrated with post-carbon and direct-air carbon captured system
  18 Jan 2023 0 repositories listed
• DIRECT: Learning from Sparse and Shifting Rewards using Discriminative Reward Co-Training
  18 Jan 2023 0 repositories listed
• Adversarial Robust Deep Reinforcement Learning Requires Redefining Robustness
  17 Jan 2023 0 repositories listed
• Learning to solve arithmetic problems with a virtual abacus
  17 Jan 2023 0 repositories listed
• HiFlash: Communication-Efficient Hierarchical Federated Learning with Adaptive Staleness Control and Heterogeneity-aware Client-Edge Association
  16 Jan 2023 0 repositories listed
• CogReact: A Reinforced Framework to Model Human Cognitive Reaction Modulated by Dynamic Intervention
  15 Jan 2023 0 repositories listed
• Semantic and Effective Communication for Remote Control Tasks with Dynamic Feature Compression
  14 Jan 2023 0 repositories listed
• A Decentralized Pilot Assignment Algorithm for Scalable O-RAN Cell-Free Massive MIMO
  12 Jan 2023 0 repositories listed
• SoK: Adversarial Machine Learning Attacks and Defences in Multi-Agent Reinforcement Learning
  11 Jan 2023 0 repositories listed
• Actor-Director-Critic: A Novel Deep Reinforcement Learning Framework
  10 Jan 2023 0 repositories listed
• Enabling AI-Generated Content (AIGC) Services in Wireless Edge Networks
  9 Jan 2023 0 repositories listed
• Multi-UAV Path Learning for Age and Power Optimization in IoT with UAV Battery Recharge
  9 Jan 2023 0 repositories listed
• Network Slicing via Transfer Learning aided Distributed Deep Reinforcement Learning
  9 Jan 2023 0 repositories listed
• XDQN: Inherently Interpretable DQN through Mimicking
  8 Jan 2023 0 repositories listed
• A Deep Reinforcement Learning-Based Controller for Magnetorheological-Damped Vehicle Suspension
  6 Jan 2023 0 repositories listed
• DRL-GAN: A Hybrid Approach for Binary and Multiclass Network Intrusion Detection
  5 Jan 2023 0 repositories listed
• Chat2Map: Efficient Scene Mapping from Multi-Ego Conversations
  4 Jan 2023 0 repositories listed
• Machine Learning for Large-Scale Optimization in 6G Wireless Networks
  3 Jan 2023 0 repositories listed
• Deep Reinforcement Learning for Asset Allocation: Reward Clipping
  2 Jan 2023 0 repositories listed
• GAIT: Generating Aesthetic Indoor Tours with Deep Reinforcement Learning
  1 Jan 2023 0 repositories listed
• Accuracy-Guaranteed Collaborative DNN Inference in Industrial IoT via Deep Reinforcement Learning
  31 Dec 2022 0 repositories listed
• Situation-Aware Deep Reinforcement Learning for Autonomous Nonlinear Mobility Control in Cyber-Physical Loitering Munition Systems
  31 Dec 2022 0 repositories listed
• Hybrid Deep Reinforcement Learning and Planning for Safe and Comfortable Automated Driving
  30 Dec 2022 0 repositories listed
• A Novel Experts Advice Aggregation Framework Using Deep Reinforcement Learning for Portfolio Management
  29 Dec 2022 0 repositories listed
• Federated Multi-Agent Deep Reinforcement Learning Approach via Physics-Informed Reward for Multi-Microgrid Energy Management
  29 Dec 2022 0 repositories listed
• Visual CPG-RL: Learning Central Pattern Generators for Visually-Guided Quadruped Locomotion
  29 Dec 2022 0 repositories listed
• Improving a sequence-to-sequence nlp model using a reinforcement learning policy algorithm
  28 Dec 2022 0 repositories listed
• Towards automating Codenames spymasters with deep reinforcement learning
  28 Dec 2022 0 repositories listed
• Bayesian Optimization Enhanced Deep Reinforcement Learning for Trajectory Planning and Network Formation in Multi-UAV Networks
  27 Dec 2022 0 repositories listed
• Deep Reinforcement Learning for Wind and Energy Storage Coordination in Wholesale Energy and Ancillary Service Markets
  27 Dec 2022 0 repositories listed
• Hierarchical Deep Reinforcement Learning for Age-of-Information Minimization in IRS-aided and Wireless-powered Wireless Networks
  27 Dec 2022 0 repositories listed
• Optimal scheduling of island integrated energy systems considering multi-uncertainties and hydrothermal simultaneous transmission: A deep reinforcement learning approach
  27 Dec 2022 0 repositories listed
• Off-Policy Reinforcement Learning with Loss Function Weighted by Temporal Difference Error
  26 Dec 2022 0 repositories listed
• Deep Reinforcement Learning for Heat Pump Control
  24 Dec 2022 0 repositories listed
• Structure-Enhanced DRL for Optimal Transmission Scheduling
  24 Dec 2022 0 repositories listed
• a cognitive frequency allocation strategy for multi-carrier radar against communication interference
  23 Dec 2022 0 repositories listed
• Coordinated Multi-Agent Reinforcement Learning for Unmanned Aerial Vehicle Swarms in Autonomous Mobile Access Applications
  23 Dec 2022 0 repositories listed
• Proximal Policy Optimization with Graph Neural Networks for Optimal Power Flow
  23 Dec 2022 0 repositories listed
• Decoding surface codes with deep reinforcement learning and probabilistic policy reuse
  22 Dec 2022 0 repositories listed
• BSAC-CoEx: Coexistence of URLLC and Distributed Learning Services via Device Selection
  22 Dec 2022 0 repositories listed
• Learning to swim efficiently in a nonuniform flow field
  22 Dec 2022 0 repositories listed
• A Memetic Algorithm with Reinforcement Learning for Sociotechnical Production Scheduling
  21 Dec 2022 0 repositories listed
• Deep Reinforcement Learning for Trajectory Path Planning and Distributed Inference in Resource-Constrained UAV Swarms
  21 Dec 2022 0 repositories listed
• Robust Path Selection in Software-defined WANs using Deep Reinforcement Learning
  21 Dec 2022 0 repositories listed
• Variational Quantum Soft Actor-Critic for Robotic Arm Control
  20 Dec 2022 0 repositories listed
• Joint Relay Selection and Beam Management Based on Deep Reinforcement Learning for Millimeter Wave Vehicular Communication
  19 Dec 2022 0 repositories listed
• Neural Coreference Resolution based on Reinforcement Learning
  18 Dec 2022 0 repositories listed
• Toward BCI-enabled Metaverse: A Joint Learning and Resource Allocation Approach
  17 Dec 2022 0 repositories listed
• Comparing Approaches to Distributed Control of Fluid Systems based on Multi-Agent Systems
  16 Dec 2022 0 repositories listed
• An Energy-aware and Fault-tolerant Deep Reinforcement Learning based approach for Multi-agent Patrolling Problems
  16 Dec 2022 0 repositories listed
• Reinforcement Learning for Agile Active Target Sensing with a UAV
  16 Dec 2022 0 repositories listed
• Driver Assistance Eco-driving and Transmission Control with Deep Reinforcement Learning
  15 Dec 2022 0 repositories listed
• Sim-to-Real Transfer for Quadrupedal Locomotion via Terrain Transformer
  15 Dec 2022 0 repositories listed
• Quantum Control based on Deep Reinforcement Learning
  14 Dec 2022 0 repositories listed
• PPO-UE: Proximal Policy Optimization via Uncertainty-Aware Exploration
  13 Dec 2022 0 repositories listed
• Proximal Policy Optimization Based Reinforcement Learning for Joint Bidding in Energy and Frequency Regulation Markets
  13 Dec 2022 0 repositories listed
• Decentralized cooperative perception for autonomous vehicles: Learning to value the unknown
  12 Dec 2022 0 repositories listed
• Reinforced Approximate Exploratory Data Analysis
  12 Dec 2022 0 repositories listed
• Where to go: Agent Guidance with Deep Reinforcement Learning in A City-Scale Online Ride-Hailing Service
  12 Dec 2022 0 repositories listed
• Generalization Through the Lens of Learning Dynamics
  11 Dec 2022 0 repositories listed
• Hierarchical Deep Reinforcement Learning for VWAP Strategy Optimization
  11 Dec 2022 0 repositories listed
• Off-Policy Deep Reinforcement Learning Algorithms for Handling Various Robotic Manipulator Tasks
  11 Dec 2022 0 repositories listed
• A Novel Stochastic Gradient Descent Algorithm for Learning Principal Subspaces
  8 Dec 2022 0 repositories listed
• A Scale-Arbitrary Image Super-Resolution Network Using Frequency-domain Information
  8 Dec 2022 0 repositories listed
• Design and Planning of Flexible Mobile Micro-Grids Using Deep Reinforcement Learning
  8 Dec 2022 0 repositories listed
• Accelerating Self-Imitation Learning from Demonstrations via Policy Constraints and Q-Ensemble
  7 Dec 2022 0 repositories listed
• A Novel Deep Reinforcement Learning Based Automated Stock Trading System Using Cascaded LSTM Networks
  6 Dec 2022 0 repositories listed
• Cooperative Guidance Strategy for Active Defense Spacecraft with Imperfect Information via Deep Reinforcement Learning
  6 Dec 2022 0 repositories listed
• Efficient Learning of Voltage Control Strategies via Model-based Deep Reinforcement Learning
  6 Dec 2022 0 repositories listed
• A Hierarchical Deep Reinforcement Learning Framework for 6-DOF UCAV Air-to-Air Combat
  5 Dec 2022 0 repositories listed
• CT-DQN: Control-Tutored Deep Reinforcement Learning
  2 Dec 2022 0 repositories listed
• Distributed Deep Reinforcement Learning: A Survey and A Multi-Player Multi-Agent Learning Toolbox
  1 Dec 2022 0 repositories listed
• Launchpad: Learning to Schedule Using Offline and Online RL Methods
  1 Dec 2022 0 repositories listed
• Reward Function Optimization of a Deep Reinforcement Learning Collision Avoidance System
  1 Dec 2022 0 repositories listed
• Reinforcement Learning for Multi-Truck Vehicle Routing Problems
  30 Nov 2022 0 repositories listed
• The Cost of Learning: Efficiency vs. Efficacy of Learning-Based RRM for 6G
  30 Nov 2022 0 repositories listed
• Approximating Martingale Process for Variance Reduction in Deep Reinforcement Learning with Large State Space
  29 Nov 2022 0 repositories listed
• Autotuning PID control using Actor-Critic Deep Reinforcement Learning
  29 Nov 2022 0 repositories listed
• Continuous Neural Algorithmic Planners
  29 Nov 2022 0 repositories listed
• Discrete Control in Real-World Driving Environments using Deep Reinforcement Learning
  29 Nov 2022 0 repositories listed
• Distributed Energy Management and Demand Response in Smart Grids: A Multi-Agent Deep Reinforcement Learning Framework
  29 Nov 2022 0 repositories listed
• Performance Evaluation, Optimization and Dynamic Decision in Blockchain Systems: A Recent Overview
  29 Nov 2022 0 repositories listed
• AcceRL: Policy Acceleration Framework for Deep Reinforcement Learning
  28 Nov 2022 0 repositories listed
• Causal Deep Reinforcement Learning Using Observational Data
  28 Nov 2022 0 repositories listed
• Continuous Episodic Control
  28 Nov 2022 0 repositories listed
• An Isolation-Aware Online Virtual Network Embedding via Deep Reinforcement Learning
  25 Nov 2022 0 repositories listed
• Enhancing team performance with transfer-learning during real-world human-robot collaboration
  23 Nov 2022 0 repositories listed
• Representation Learning for Continuous Action Spaces is Beneficial for Efficient Policy Learning
  23 Nov 2022 0 repositories listed
• A Deep Reinforcement Learning Approach to Rare Event Estimation
  22 Nov 2022 0 repositories listed
• A Reinforcement Learning Approach to Optimize Available Network Bandwidth Utilization
  22 Nov 2022 0 repositories listed
• Don't Watch Me: A Spatio-Temporal Trojan Attack on Deep-Reinforcement-Learning-Augment Autonomous Driving
  22 Nov 2022 0 repositories listed
• Real-time Local Feature with Global Visual Information Enhancement
  20 Nov 2022 0 repositories listed
• Structure-Enhanced Deep Reinforcement Learning for Optimal Transmission Scheduling
  20 Nov 2022 0 repositories listed
• Credit-cognisant reinforcement learning for multi-agent cooperation
  18 Nov 2022 0 repositories listed
• Proactive Resilient Transmission and Scheduling Mechanisms for mmWave Networks
  17 Nov 2022 0 repositories listed
• Solar Power driven EV Charging Optimization with Deep Reinforcement Learning
  17 Nov 2022 0 repositories listed