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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 46 of 59: papers 4,501 to 4,600 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.

• Deep Reinforcement Learning Based Dynamic Route Planning for Minimizing Travel Time
  3 Nov 2020 0 repositories listed
• Cooperative Heterogeneous Deep Reinforcement Learning
  2 Nov 2020 0 repositories listed
• Deep Reinforcement Learning in Electricity Generation Investment for the Minimization of Long-Term Carbon Emissions and Electricity Costs
  2 Nov 2020 0 repositories listed
• Multi-IRS-assisted Multi-Cell Uplink MIMO Communications under Imperfect CSI: A Deep Reinforcement Learning Approach
  2 Nov 2020 0 repositories listed
• Learning a Deep Reinforcement Learning Policy Over the Latent Space of a Pre-trained GAN for Semantic Age Manipulation
  2 Nov 2020 0 repositories listed
• Observation Space Matters: Benchmark and Optimization Algorithm
  2 Nov 2020 0 repositories listed
• Actor-Double-Critic: Incorporating Model-Based Critic for Task-Oriented Dialogue Systems
  1 Nov 2020 0 repositories listed
• Efficient Learning of Control Policies for Robust Quadruped Bounding using Pretrained Neural Networks
  1 Nov 2020 0 repositories listed
• Can a Robot Trust You? A DRL-Based Approach to Trust-Driven Human-Guided Navigation
  1 Nov 2020 0 repositories listed
• Learning When to Switch: Composing Controllers to Traverse a Sequence of Terrain Artifacts
  1 Nov 2020 0 repositories listed
• Deep Reactive Planning in Dynamic Environments
  31 Oct 2020 0 repositories listed
• Topic-Preserving Synthetic News Generation: An Adversarial Deep Reinforcement Learning Approach
  30 Oct 2020 0 repositories listed
• Machine versus Human Attention in Deep Reinforcement Learning Tasks
  29 Oct 2020 0 repositories listed
• DeepFoldit -- A Deep Reinforcement Learning Neural Network Folding Proteins
  28 Oct 2020 0 repositories listed
• Designing Interpretable Approximations to Deep Reinforcement Learning
  28 Oct 2020 0 repositories listed
• Can Reinforcement Learning for Continuous Control Generalize Across Physics Engines?
  27 Oct 2020 0 repositories listed
• Behavioral decision-making for urban autonomous driving in the presence of pedestrians using Deep Recurrent Q-Network
  26 Oct 2020 0 repositories listed
• Lyapunov-Based Reinforcement Learning State Estimator
  26 Oct 2020 0 repositories listed
• Pairwise heuristic sequence alignment algorithm based on deep reinforcement learning
  26 Oct 2020 0 repositories listed
• Adaptive Federated Learning and Digital Twin for Industrial Internet of Things
  25 Oct 2020 0 repositories listed
• XLVIN: eXecuted Latent Value Iteration Nets
  25 Oct 2020 0 repositories listed
• Improving the Exploration of Deep Reinforcement Learning in Continuous Domains using Planning for Policy Search
  24 Oct 2020 0 repositories listed
• Adversarial Attacks on Deep Algorithmic Trading Policies
  22 Oct 2020 0 repositories listed
• Motion Planner Augmented Reinforcement Learning for Robot Manipulation in Obstructed Environments
  22 Oct 2020 0 repositories listed
• Deep Surrogate Q-Learning for Autonomous Driving
  21 Oct 2020 0 repositories listed
• Transferable Graph Optimizers for ML Compilers
  21 Oct 2020 0 repositories listed
• Deep Reinforcement Learning in Lane Merge Coordination for Connected Vehicles
  20 Oct 2020 0 repositories listed
• Integrating LEO Satellites and Multi-UAV Reinforcement Learning for Hybrid FSO/RF Non-Terrestrial Networks
  20 Oct 2020 0 repositories listed
• Learn to Navigate Maplessly with Varied LiDAR Configurations: A Support Point-Based Approach
  20 Oct 2020 0 repositories listed
• Negotiating Team Formation Using Deep Reinforcement Learning
  20 Oct 2020 0 repositories listed
• Quality of service based radar resource management using deep reinforcement learning
  20 Oct 2020 0 repositories listed
• Chance-Constrained Control with Lexicographic Deep Reinforcement Learning
  19 Oct 2020 0 repositories listed
• Deep Reinforcement Learning for Adaptive Network Slicing in 5G for Intelligent Vehicular Systems and Smart Cities
  19 Oct 2020 0 repositories listed
• Evaluating the Safety of Deep Reinforcement Learning Models using Semi-Formal Verification
  19 Oct 2020 0 repositories listed
• Neural Algorithms for Graph Navigation
  17 Oct 2020 0 repositories listed
• Neural Large Neighborhood Search
  17 Oct 2020 0 repositories listed
• Scalable Evolution Strategies Pipeline for Solving the Vehicle Routing Problem
  17 Oct 2020 0 repositories listed
• Variational Dynamic for Self-Supervised Exploration in Deep Reinforcement Learning
  17 Oct 2020 0 repositories listed
• Autonomous Control of a Particle Accelerator using Deep Reinforcement Learning
  16 Oct 2020 0 repositories listed
• DOOM: A Novel Adversarial-DRL-Based Op-Code Level Metamorphic Malware Obfuscator for the Enhancement of IDS
  16 Oct 2020 0 repositories listed
• Efficient Robotic Object Search via HIEM: Hierarchical Policy Learning with Intrinsic-Extrinsic Modeling
  16 Oct 2020 0 repositories listed
• Revenue and Energy Efficiency-Driven Delay Constrained Computing Task Offloading and Resource Allocation in a Vehicular Edge Computing Network: A Deep Reinforcement Learning Approach
  16 Oct 2020 0 repositories listed
• A Nesterov's Accelerated quasi-Newton method for Global Routing using Deep Reinforcement Learning
  15 Oct 2020 0 repositories listed
• Applicability and Challenges of Deep Reinforcement Learning for Satellite Frequency Plan Design
  15 Oct 2020 0 repositories listed
• Energy-Efficient Control Adaptation with Safety Guarantees for Learning-Enabled Cyber-Physical Systems
  15 Oct 2020 0 repositories listed
• Deep Reinforcement Learning and Transportation Research: A Comprehensive Review
  13 Oct 2020 0 repositories listed
• Grid-Interactive Multi-Zone Building Control Using Reinforcement Learning with Global-Local Policy Search
  13 Oct 2020 0 repositories listed
• Deep Echo State Q-Network (DEQN) and Its Application in Dynamic Spectrum Sharing for 5G and Beyond
  12 Oct 2020 0 repositories listed
• Deep-Reinforcement-Learning-Based Scheduling with Contiguous Resource Allocation for Next-Generation Cellular Systems
  11 Oct 2020 0 repositories listed
• Deep Reinforcement Learning for Asset Allocation in US Equities
  9 Oct 2020 0 repositories listed
• Learning to Locomote: Understanding How Environment Design Matters for Deep Reinforcement Learning
  9 Oct 2020 0 repositories listed
• Guided Curriculum Learning for Walking Over Complex Terrain
  8 Oct 2020 0 repositories listed
• Learning Intrinsic Symbolic Rewards in Reinforcement Learning
  8 Oct 2020 0 repositories listed
• Actor-Critic Algorithm for High-dimensional Partial Differential Equations
  7 Oct 2020 0 repositories listed
• Online Safety Assurance for Deep Reinforcement Learning
  7 Oct 2020 0 repositories listed
• Proximal Policy Optimization with Relative Pearson Divergence
  7 Oct 2020 0 repositories listed
• Deep Reinforcement Learning-Based Dynamic Resource Management for Mobile Edge Computing in Industrial Internet of Things
  6 Oct 2020 0 repositories listed
• A Distributed Model-Free Ride-Sharing Approach for Joint Matching, Pricing, and Dispatching using Deep Reinforcement Learning
  5 Oct 2020 0 repositories listed
• A Novel Actor Dual-Critic Model for Remote Sensing Image Captioning
  5 Oct 2020 0 repositories listed
• Deep Reinforcement Learning for Collaborative Edge Computing in Vehicular Networks
  5 Oct 2020 0 repositories listed
• Deep Reinforcement Learning for Electric Vehicle Routing Problem with Time Windows
  5 Oct 2020 0 repositories listed
• Deep Reinforcement Learning for Delay-Oriented IoT Task Scheduling in Space-Air-Ground Integrated Network
  4 Oct 2020 0 repositories listed
• Test-Cost Sensitive Methods for Identifying Nearby Points
  4 Oct 2020 0 repositories listed
• Attractor Selection in Nonlinear Energy Harvesting Using Deep Reinforcement Learning
  3 Oct 2020 0 repositories listed
• Beyond Tabula-Rasa: a Modular Reinforcement Learning Approach for Physically Embedded 3D Sokoban
  3 Oct 2020 0 repositories listed
• POMDPs in Continuous Time and Discrete Spaces
  2 Oct 2020 0 repositories listed
• Deep Reinforcement Learning with Mixed Convolutional Network
  1 Oct 2020 0 repositories listed
• AAMDRL: Augmented Asset Management with Deep Reinforcement Learning
  30 Sep 2020 0 repositories listed
• Bridging the gap between Markowitz planning and deep reinforcement learning
  30 Sep 2020 0 repositories listed
• Facilitating Connected Autonomous Vehicle Operations Using Space-weighted Information Fusion and Deep Reinforcement Learning Based Control
  30 Sep 2020 0 repositories listed
• Strategy and Benchmark for Converting Deep Q-Networks to Event-Driven Spiking Neural Networks
  30 Sep 2020 0 repositories listed
• Toolpath design for additive manufacturing using deep reinforcement learning
  30 Sep 2020 0 repositories listed
• Trust-Region Method with Deep Reinforcement Learning in Analog Design Space Exploration
  29 Sep 2020 0 repositories listed
• Adaptive Discretization for Continuous Control using Particle Filtering Policy Network
  28 Sep 2020 0 repositories listed
• Deep Reinforcement Learning for DER Cyber-Attack Mitigation
  28 Sep 2020 0 repositories listed
• Local Information Opponent Modelling Using Variational Autoencoders
  28 Sep 2020 0 repositories listed
• Machine Learning in Event-Triggered Control: Recent Advances and Open Issues
  27 Sep 2020 0 repositories listed
• Scalable Deep Reinforcement Learning for Ride-Hailing
  27 Sep 2020 0 repositories listed
• Scheduling and Power Control for Wireless Multicast Systems via Deep Reinforcement Learning
  27 Sep 2020 0 repositories listed
• Graph neural induction of value iteration
  26 Sep 2020 0 repositories listed
• Inverse Rational Control with Partially Observable Continuous Nonlinear Dynamics
  26 Sep 2020 0 repositories listed
• Deep Reinforcement Learning with a Stage Incentive Mechanism of Dense Reward for Robotic Trajectory Planning
  25 Sep 2020 0 repositories listed
• Sim-to-Real Transfer in Deep Reinforcement Learning for Robotics: a Survey
  24 Sep 2020 0 repositories listed
• A Multi-Agent Deep Reinforcement Learning Approach for a Distributed Energy Marketplace in Smart Grids
  23 Sep 2020 0 repositories listed
• Multi-Agent Deep Reinforcement Learning Based Trajectory Planning for Multi-UAV Assisted Mobile Edge Computing
  23 Sep 2020 0 repositories listed
• Robust Reinforcement Learning-based Autonomous Driving Agent for Simulation and Real World
  23 Sep 2020 0 repositories listed
• Deep Reinforcement Learning for On-line Dialogue State Tracking
  22 Sep 2020 0 repositories listed
• Distributed Structured Actor-Critic Reinforcement Learning for Universal Dialogue Management
  22 Sep 2020 0 repositories listed
• Structured Hierarchical Dialogue Policy with Graph Neural Networks
  22 Sep 2020 0 repositories listed
• When Deep Reinforcement Learning Meets Federated Learning: Intelligent Multi-Timescale Resource Management for Multi-access Edge Computing in 5G Ultra Dense Network
  22 Sep 2020 0 repositories listed
• Hybrid Beamforming for RIS-Empowered Multi-hop Terahertz Communications: A DRL-based Method
  20 Sep 2020 0 repositories listed
• Towards Interpretable-AI Policies Induction using Evolutionary Nonlinear Decision Trees for Discrete Action Systems
  20 Sep 2020 0 repositories listed
• Lyapunov-Based Reinforcement Learning for Decentralized Multi-Agent Control
  20 Sep 2020 0 repositories listed
• Deep Reinforcement Learning for Closed-Loop Blood Glucose Control
  18 Sep 2020 0 repositories listed
• Knowledge-Assisted Deep Reinforcement Learning in 5G Scheduler Design: From Theoretical Framework to Implementation
  17 Sep 2020 0 repositories listed
• Learnable Strategies for Bilateral Agent Negotiation over Multiple Issues
  17 Sep 2020 0 repositories listed
• Reconstructing Actions To Explain Deep Reinforcement Learning
  17 Sep 2020 0 repositories listed
• DRL-FAS: A Novel Framework Based on Deep Reinforcement Learning for Face Anti-Spoofing
  16 Sep 2020 0 repositories listed
• Time your hedge with Deep Reinforcement Learning
  16 Sep 2020 0 repositories listed
• Transfer Learning in Deep Reinforcement Learning: A Survey
  16 Sep 2020 0 repositories listed