Browse State-of-the-Art › Deep Reinforcement Learning › Papers, page 49

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 49 of 59: papers 4,801 to 4,900 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.

• A Deep Reinforcement Learning Approach to Efficient Drone Mobility Support
  11 May 2020 0 repositories listed
• Deep Reinforcement Learning for Organ Localization in CT
  11 May 2020 0 repositories listed
• Optimal PID and Antiwindup Control Design as a Reinforcement Learning Problem
  10 May 2020 0 repositories listed
• Is Deep Reinforcement Learning Ready for Practical Applications in Healthcare? A Sensitivity Analysis of Duel-DDQN for Hemodynamic Management in Sepsis Patients
  8 May 2020 0 repositories listed
• Robotic Arm Control and Task Training through Deep Reinforcement Learning
  6 May 2020 0 repositories listed
• Safe Reinforcement Learning through Meta-learned Instincts
  6 May 2020 0 repositories listed
• Demand-Side Scheduling Based on Multi-Agent Deep Actor-Critic Learning for Smart Grids
  5 May 2020 0 repositories listed
• Generalized Planning With Deep Reinforcement Learning
  5 May 2020 0 repositories listed
• Deep Reinforcement Learning for Intelligent Transportation Systems: A Survey
  2 May 2020 0 repositories listed
• Optimal Beam Association for High Mobility mmWave Vehicular Networks: Lightweight Parallel Reinforcement Learning Approach
  2 May 2020 0 repositories listed
• Episodic Reinforcement Learning with Associative Memory
  1 May 2020 0 repositories listed
• Learning Heuristics for Quantified Boolean Formulas through Reinforcement Learning
  1 May 2020 0 repositories listed
• Synthesizing Programmatic Policies that Inductively Generalize
  1 May 2020 0 repositories listed
• Toward Evaluating Robustness of Deep Reinforcement Learning with Continuous Control
  1 May 2020 0 repositories listed
• Bootstrap Latent-Predictive Representations for Multitask Reinforcement Learning
  30 Apr 2020 0 repositories listed
• Breaking (Global) Barriers in Parallel Stochastic Optimization with Wait-Avoiding Group Averaging
  30 Apr 2020 0 repositories listed
• Sim-to-Real Transfer with Incremental Environment Complexity for Reinforcement Learning of Depth-Based Robot Navigation
  30 Apr 2020 0 repositories listed
• Improving Target-driven Visual Navigation with Attention on 3D Spatial Relationships
  29 Apr 2020 0 repositories listed
• Molecular Design in Synthetically Accessible Chemical Space via Deep Reinforcement Learning
  29 Apr 2020 0 repositories listed
• Warm-Start AlphaZero Self-Play Search Enhancements
  26 Apr 2020 0 repositories listed
• A State Aggregation Approach for Solving Knapsack Problem with Deep Reinforcement Learning
  25 Apr 2020 0 repositories listed
• Cooperative Perception with Deep Reinforcement Learning for Connected Vehicles
  23 Apr 2020 0 repositories listed
• Learning Dialog Policies from Weak Demonstrations
  23 Apr 2020 0 repositories listed
• AutoEG: Automated Experience Grafting for Off-Policy Deep Reinforcement Learning
  22 Apr 2020 0 repositories listed
• Flexible and Efficient Long-Range Planning Through Curious Exploration
  22 Apr 2020 0 repositories listed
• Qd-tree: Learning Data Layouts for Big Data Analytics
  22 Apr 2020 0 repositories listed
• STDPG: A Spatio-Temporal Deterministic Policy Gradient Agent for Dynamic Routing in SDN
  21 Apr 2020 0 repositories listed
• Approximate exploitability: Learning a best response in large games
  20 Apr 2020 0 repositories listed
• Macro-Action-Based Deep Multi-Agent Reinforcement Learning
  18 Apr 2020 0 repositories listed
• Deep Reinforcement Learning for Adaptive Learning Systems
  17 Apr 2020 0 repositories listed
• Knowledge-guided Deep Reinforcement Learning for Interactive Recommendation
  17 Apr 2020 0 repositories listed
• ActionSpotter: Deep Reinforcement Learning Framework for Temporal Action Spotting in Videos
  15 Apr 2020 0 repositories listed
• Extending Deep Reinforcement Learning Frameworks in Cryptocurrency Market Making
  15 Apr 2020 0 repositories listed
• Joint User Pairing and Association for Multicell NOMA: A Pointer Network-based Approach
  15 Apr 2020 0 repositories listed
• Safe deep reinforcement learning-based constrained optimal control scheme for active distribution networks
  15 Apr 2020 0 repositories listed
• Actor-Critic Deep Reinforcement Learning for Solving Job Shop Scheduling Problems
  14 Apr 2020 0 repositories listed
• Adversarial Evaluation of Autonomous Vehicles in Lane-Change Scenarios
  14 Apr 2020 0 repositories listed
• A Deep Reinforcement Learning Framework for Continuous Intraday Market Bidding
  13 Apr 2020 0 repositories listed
• A non-cooperative meta-modeling game for automated third-party calibrating, validating, and falsifying constitutive laws with parallelized adversarial attacks
  13 Apr 2020 0 repositories listed
• Thinking While Moving: Deep Reinforcement Learning with Concurrent Control
  13 Apr 2020 0 repositories listed
• Certifiable Robustness to Adversarial State Uncertainty in Deep Reinforcement Learning
  11 Apr 2020 0 repositories listed
• Deep Reinforcement Learning for Process Control: A Primer for Beginners
  11 Apr 2020 0 repositories listed
• Deep Reinforcement Learning (DRL): Another Perspective for Unsupervised Wireless Localization
  9 Apr 2020 0 repositories listed
• Resource Management for Blockchain-enabled Federated Learning: A Deep Reinforcement Learning Approach
  8 Apr 2020 0 repositories listed
• How Do You Act? An Empirical Study to Understand Behavior of Deep Reinforcement Learning Agents
  7 Apr 2020 0 repositories listed
• Using Generative Adversarial Nets on Atari Games for Feature Extraction in Deep Reinforcement Learning
  6 Apr 2020 0 repositories listed
• Automated Quantification of CT Patterns Associated with COVID-19 from Chest CT
  2 Apr 2020 0 repositories listed
• Model-Reference Reinforcement Learning Control of Autonomous Surface Vehicles with Uncertainties
  30 Mar 2020 0 repositories listed
• Learning-Based Multi-Channel Access in 5G and Beyond Networks with Fast Time-Varying Channels
  28 Mar 2020 0 repositories listed
• Learning medical triage from clinicians using Deep Q-Learning
  28 Mar 2020 0 repositories listed
• Towards Better Opioid Antagonists Using Deep Reinforcement Learning
  26 Mar 2020 0 repositories listed
• Driver Modeling through Deep Reinforcement Learning and Behavioral Game Theory
  24 Mar 2020 0 repositories listed
• Learn to Schedule (LEASCH): A Deep reinforcement learning approach for radio resource scheduling in the 5G MAC layer
  24 Mar 2020 0 repositories listed
• Importance of using appropriate baselines for evaluation of data-efficiency in deep reinforcement learning for Atari
  23 Mar 2020 0 repositories listed
• Incorporating Relational Background Knowledge into Reinforcement Learning via Differentiable Inductive Logic Programming
  23 Mar 2020 0 repositories listed
• Learning to Walk: Spike Based Reinforcement Learning for Hexapod Robot Central Pattern Generation
  22 Mar 2020 0 repositories listed
• Accelerating Deep Reinforcement Learning With the Aid of Partial Model: Energy-Efficient Predictive Video Streaming
  21 Mar 2020 0 repositories listed
• Autonomous UAV Navigation: A DDPG-based Deep Reinforcement Learning Approach
  21 Mar 2020 0 repositories listed
• Comprehensive Review of Deep Reinforcement Learning Methods and Applications in Economics
  21 Mar 2020 0 repositories listed
• Deep Reinforcement Learning with Robust and Smooth Policy
  21 Mar 2020 0 repositories listed
• Deep Reinforcement Learning with Weighted Q-Learning
  20 Mar 2020 0 repositories listed
• Exchangeable Input Representations for Reinforcement Learning
  19 Mar 2020 0 repositories listed
• Towards Cognitive Routing based on Deep Reinforcement Learning
  19 Mar 2020 0 repositories listed
• Generating Socially Acceptable Perturbations for Efficient Evaluation of Autonomous Vehicles
  18 Mar 2020 0 repositories listed
• Placement Optimization with Deep Reinforcement Learning
  18 Mar 2020 0 repositories listed
• Viewport-Aware Deep Reinforcement Learning Approach for 360ᵒ Video Caching
  18 Mar 2020 0 repositories listed
• Stop-and-Go: Exploring Backdoor Attacks on Deep Reinforcement Learning-based Traffic Congestion Control Systems
  17 Mar 2020 0 repositories listed
• Improving Performance in Reinforcement Learning by Breaking Generalization in Neural Networks
  16 Mar 2020 0 repositories listed
• Application of Deep Q-Network in Portfolio Management
  13 Mar 2020 0 repositories listed
• Analyzing Visual Representations in Embodied Navigation Tasks
  12 Mar 2020 0 repositories listed
• UAV-to-Device Underlay Communications: Age of Information Minimization by Multi-agent Deep Reinforcement Learning
  12 Mar 2020 0 repositories listed
• Automatic Curriculum Learning For Deep RL: A Short Survey
  10 Mar 2020 0 repositories listed
• Privacy-Cost Management in Smart Meters Using Deep Reinforcement Learning
  10 Mar 2020 0 repositories listed
• SQUIRL: Robust and Efficient Learning from Video Demonstration of Long-Horizon Robotic Manipulation Tasks
  10 Mar 2020 0 repositories listed
• Retrospective Analysis of the 2019 MineRL Competition on Sample Efficient Reinforcement Learning
  10 Mar 2020 0 repositories listed Syntology 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples) · 3 pointer-only (licence)
• Efficiency and Equity are Both Essential: A Generalized Traffic Signal Controller with Deep Reinforcement Learning
  9 Mar 2020 0 repositories listed
• Cost-Sensitive Portfolio Selection via Deep Reinforcement Learning
  6 Mar 2020 0 repositories listed
• Balance Between Efficient and Effective Learning: Dense2Sparse Reward Shaping for Robot Manipulation with Environment Uncertainty
  5 Mar 2020 0 repositories listed
• Deep Reinforcement Learning-BasedRobust Protection in DER-Rich Distribution Grids
  5 Mar 2020 0 repositories listed
• Efficient and Effective Similar Subtrajectory Search with Deep Reinforcement Learning
  5 Mar 2020 0 repositories listed
• Privacy-Aware Time-Series Data Sharing with Deep Reinforcement Learning
  4 Mar 2020 0 repositories listed
• Deep Reinforcement Learning for QoS-Constrained Resource Allocation in Multiservice Networks
  3 Mar 2020 0 repositories listed
• Relevance-Guided Modeling of Object Dynamics for Reinforcement Learning
  3 Mar 2020 0 repositories listed
• Real-World Human-Robot Collaborative Reinforcement Learning
  2 Mar 2020 0 repositories listed
• Dynamic Queue-Jump Lane for Emergency Vehicles under Partially Connected Settings: A Multi-Agent Deep Reinforcement Learning Approach
  2 Mar 2020 0 repositories listed
• Learn Task First or Learn Human Partner First: A Hierarchical Task Decomposition Method for Human-Robot Cooperation
  1 Mar 2020 0 repositories listed
• Deep Reinforcement Learning for FlipIt Security Game
  28 Feb 2020 0 repositories listed
• A Visual Communication Map for Multi-Agent Deep Reinforcement Learning
  27 Feb 2020 0 repositories listed
• Acceleration of Actor-Critic Deep Reinforcement Learning for Visual Grasping in Clutter by State Representation Learning Based on Disentanglement of a Raw Input Image
  27 Feb 2020 0 repositories listed
• Deep Reinforcement Learning Based Intelligent Reflecting Surface for Secure Wireless Communications
  27 Feb 2020 0 repositories listed
• Review, Analysis and Design of a Comprehensive Deep Reinforcement Learning Framework
  27 Feb 2020 0 repositories listed
• When Do Drivers Concentrate? Attention-based Driver Behavior Modeling With Deep Reinforcement Learning
  26 Feb 2020 0 repositories listed
• Metric-Based Imitation Learning Between Two Dissimilar Anthropomorphic Robotic Arms
  25 Feb 2020 0 repositories listed
• Simultaneously Evolving Deep Reinforcement Learning Models using Multifactorial Optimization
  25 Feb 2020 0 repositories listed
• How Transferable are the Representations Learned by Deep Q Agents?
  24 Feb 2020 0 repositories listed
• Deep Reinforcement Learning with Linear Quadratic Regulator Regions
  23 Feb 2020 0 repositories listed
• Optimizing Traffic Lights with Multi-agent Deep Reinforcement Learning and V2X communication
  23 Feb 2020 0 repositories listed
• Periodic Q-Learning
  23 Feb 2020 0 repositories listed
• Automatic Data Augmentation via Deep Reinforcement Learning for Effective Kidney Tumor Segmentation
  22 Feb 2020 0 repositories listed
• Deep Learning for Ultra-Reliable and Low-Latency Communications in 6G Networks
  22 Feb 2020 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.