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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 51 of 59: papers 5,001 to 5,100 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.

• Deep Model Compression Via Two-Stage Deep Reinforcement Learning
  4 Dec 2019 0 repositories listed
• Learning Agent Communication under Limited Bandwidth by Message Pruning
  3 Dec 2019 0 repositories listed
• Human-Robot Collaboration via Deep Reinforcement Learning of Real-World Interactions
  2 Dec 2019 0 repositories listed
• Market making and incentives design in the presence of a dark pool: a deep reinforcement learning approach
  2 Dec 2019 0 repositories listed
• Flow Rate Control in Smart District Heating Systems Using Deep Reinforcement Learning
  1 Dec 2019 0 repositories listed
• Model Embedded DRL for Intelligent Greenhouse Control
  1 Dec 2019 0 repositories listed
• Neural Temporal-Difference Learning Converges to Global Optima
  1 Dec 2019 0 repositories listed
• Neural Trust Region/Proximal Policy Optimization Attains Globally Optimal Policy
  1 Dec 2019 0 repositories listed
• Algorithmic Improvements for Deep Reinforcement Learning applied to Interactive Fiction
  28 Nov 2019 0 repositories listed
• Multi-Agent Deep Reinforcement Learning with Adaptive Policies
  28 Nov 2019 0 repositories listed
• Adversarial Deep Reinforcement Learning based Adaptive Moving Target Defense
  27 Nov 2019 0 repositories listed
• GRIm-RePR: Prioritising Generating Important Features for Pseudo-Rehearsal
  27 Nov 2019 0 repositories listed
• Restoring Chaos Using Deep Reinforcement Learning
  27 Nov 2019 0 repositories listed
• A General Framework on Enhancing Portfolio Management with Reinforcement Learning
  26 Nov 2019 0 repositories listed
• Multi-Vehicle Mixed-Reality Reinforcement Learning for Autonomous Multi-Lane Driving
  26 Nov 2019 0 repositories listed
• A Deep Reinforcement Learning Architecture for Multi-stage Optimal Control
  25 Nov 2019 0 repositories listed
• Biologically inspired architectures for sample-efficient deep reinforcement learning
  25 Nov 2019 0 repositories listed
• Deep Reinforcement Learning for Multi-Driver Vehicle Dispatching and Repositioning Problem
  25 Nov 2019 0 repositories listed
• Merging Deterministic Policy Gradient Estimations with Varied Bias-Variance Tradeoff for Effective Deep Reinforcement Learning
  24 Nov 2019 0 repositories listed
• Which Channel to Ask My Question? Personalized Customer Service RequestStream Routing using DeepReinforcement Learning
  24 Nov 2019 0 repositories listed
• Deep Reinforcement Learning for Trading
  22 Nov 2019 0 repositories listed
• Deep neuroethology of a virtual rodent
  21 Nov 2019 0 repositories listed
• Deep Reinforcement Learning in Cryptocurrency Market Making
  20 Nov 2019 0 repositories listed
• Solving Online Threat Screening Games using Constrained Action Space Reinforcement Learning
  20 Nov 2019 0 repositories listed
• Placement Optimization of Aerial Base Stations with Deep Reinforcement Learning
  19 Nov 2019 0 repositories listed
• Gamma-Nets: Generalizing Value Estimation over Timescale
  18 Nov 2019 0 repositories listed
• Inducing Cooperation via Team Regret Minimization based Multi-Agent Deep Reinforcement Learning
  18 Nov 2019 0 repositories listed
• Unsupervised Reinforcement Learning of Transferable Meta-Skills for Embodied Navigation
  18 Nov 2019 0 repositories listed
• Off-Policy Policy Gradient Algorithms by Constraining the State Distribution Shift
  16 Nov 2019 0 repositories listed
• Data-efficient Co-Adaptation of Morphology and Behaviour with Deep Reinforcement Learning
  15 Nov 2019 0 repositories listed
• Improved Exploration through Latent Trajectory Optimization in Deep Deterministic Policy Gradient
  15 Nov 2019 0 repositories listed
• Gamifying the Vehicle Routing Problem with Stochastic Requests
  14 Nov 2019 0 repositories listed
• Deep Reinforcement Learning for Adaptive Traffic Signal Control
  14 Nov 2019 0 repositories listed
• Buffer-aware Wireless Scheduling based on Deep Reinforcement Learning
  13 Nov 2019 0 repositories listed
• MSDF: A Deep Reinforcement Learning Framework for Service Function Chain Migration
  12 Nov 2019 0 repositories listed
• Schedule Earth Observation satellites with Deep Reinforcement Learning
  12 Nov 2019 0 repositories listed
• Multi-Path Policy Optimization
  11 Nov 2019 0 repositories listed
• Deep Reinforcement Learning Based Dynamic Trajectory Control for UAV-assisted Mobile Edge Computing
  10 Nov 2019 0 repositories listed
• Minimalistic Attacks: How Little it Takes to Fool a Deep Reinforcement Learning Policy
  10 Nov 2019 0 repositories listed
• Value-Added Chemical Discovery Using Reinforcement Learning
  10 Nov 2019 0 repositories listed
• Worst Cases Policy Gradients
  9 Nov 2019 0 repositories listed
• Experience Sharing Between Cooperative Reinforcement Learning Agents
  6 Nov 2019 0 repositories listed
• MBCAL: Sample Efficient and Variance Reduced Reinforcement Learning for Recommender Systems
  6 Nov 2019 0 repositories listed
• Resilient Load Restoration in Microgrids Considering Mobile Energy Storage Fleets: A Deep Reinforcement Learning Approach
  6 Nov 2019 0 repositories listed
• DeepRacer: Educational Autonomous Racing Platform for Experimentation with Sim2Real Reinforcement Learning
  5 Nov 2019 0 repositories listed
• Efficient Multi-robot Exploration via Multi-head Attention-based Cooperation Strategy
  5 Nov 2019 0 repositories listed
• An End-to-End Deep RL Framework for Task Arrangement in Crowdsourcing Platforms
  4 Nov 2019 0 repositories listed
• Online Robustness Training for Deep Reinforcement Learning
  3 Nov 2019 0 repositories listed
• Deep Reinforcement Learning-based Text Anonymization against Private-Attribute Inference
  1 Nov 2019 0 repositories listed
• Experienced Deep Reinforcement Learning with Generative Adversarial Networks (GANs) for Model-Free Ultra Reliable Low Latency Communication
  1 Nov 2019 0 repositories listed
• Incorporating Graph Attention Mechanism into Knowledge Graph Reasoning Based on Deep Reinforcement Learning
  1 Nov 2019 0 repositories listed
• Seeded self-play for language learning
  1 Nov 2019 0 repositories listed
• A Narration-based Reward Shaping Approach using Grounded Natural Language Commands
  31 Oct 2019 0 repositories listed
• DeepLine: AutoML Tool for Pipelines Generation using Deep Reinforcement Learning and Hierarchical Actions Filtering
  31 Oct 2019 0 repositories listed
• RLINK: Deep Reinforcement Learning for User Identity Linkage
  31 Oct 2019 0 repositories listed
• A Distributed Model-Free Algorithm for Multi-hop Ride-sharing using Deep Reinforcement Learning
  30 Oct 2019 0 repositories listed
• Automatic Testing With Reusable Adversarial Agents
  30 Oct 2019 0 repositories listed
• Deep Reinforcement Learning for Distributed Uncoordinated Cognitive Radios Resource Allocation
  29 Oct 2019 0 repositories listed
• Deep reinforcement learning for market making in corporate bonds: beating the curse of dimensionality
  29 Oct 2019 0 repositories listed
• Certified Adversarial Robustness for Deep Reinforcement Learning
  28 Oct 2019 0 repositories listed
• Neural Architecture Evolution in Deep Reinforcement Learning for Continuous Control
  28 Oct 2019 0 repositories listed
• Optimal Resource Allocation in Wireless Control Systems via Deep Policy Gradient
  25 Oct 2019 0 repositories listed
• Pre-training in Deep Reinforcement Learning for Automatic Speech Recognition
  24 Oct 2019 0 repositories listed
• Faster and Safer Training by Embedding High-Level Knowledge into Deep Reinforcement Learning
  22 Oct 2019 0 repositories listed
• Learning Resilient Behaviors for Navigation Under Uncertainty
  22 Oct 2019 0 repositories listed
• A New Framework for Multi-Agent Reinforcement Learning -- Centralized Training and Exploration with Decentralized Execution via Policy Distillation
  21 Oct 2019 0 repositories listed
• Combining Benefits from Trajectory Optimization and Deep Reinforcement Learning
  21 Oct 2019 0 repositories listed
• Resource Allocation in Mobility-Aware Federated Learning Networks: A Deep Reinforcement Learning Approach
  21 Oct 2019 0 repositories listed
• Self-Supervised Sim-to-Real Adaptation for Visual Robotic Manipulation
  21 Oct 2019 0 repositories listed
• Diverse Behavior Is What Game AI Needs: Generating Varied Human-Like Playing Styles Using Evolutionary Multi-Objective Deep Reinforcement Learning
  20 Oct 2019 0 repositories listed
• Active 6D Multi-Object Pose Estimation in Cluttered Scenarios with Deep Reinforcement Learning
  19 Oct 2019 0 repositories listed
• Explainable AI: Deep Reinforcement Learning Agents for Residential Demand Side Cost Savings in Smart Grids
  19 Oct 2019 0 repositories listed
• On Connections between Constrained Optimization and Reinforcement Learning
  18 Oct 2019 0 repositories listed
• A Survey of Deep Learning Techniques for Autonomous Driving
  17 Oct 2019 0 repositories listed
• Creativity in Robot Manipulation with Deep Reinforcement Learning
  16 Oct 2019 0 repositories listed
• Coordination of PV Smart Inverters Using Deep Reinforcement Learning for Grid Voltage Regulation
  14 Oct 2019 0 repositories listed
• QoS and Jamming-Aware Wireless Networking Using Deep Reinforcement Learning
  13 Oct 2019 0 repositories listed
• Curiosity-Driven Recommendation Strategy for Adaptive Learning via Deep Reinforcement Learning
  12 Oct 2019 0 repositories listed
• Building HVAC Scheduling Using Reinforcement Learning via Neural Network Based Model Approximation
  11 Oct 2019 0 repositories listed
• Green Deep Reinforcement Learning for Radio Resource Management: Architecture, Algorithm Compression and Challenge
  11 Oct 2019 0 repositories listed
• Efficient Intrinsically Motivated Robotic Grasping with Learning-Adaptive Imagination in Latent Space
  10 Oct 2019 0 repositories listed
• A Dual-Hormone Closed-Loop Delivery System for Type 1 Diabetes Using Deep Reinforcement Learning
  9 Oct 2019 0 repositories listed
• Defensive Escort Teams via Multi-Agent Deep Reinforcement Learning
  9 Oct 2019 0 repositories listed
• Hierarchical Deep Double Q-Routing
  9 Oct 2019 0 repositories listed
• Tactical Reward Shaping: Bypassing Reinforcement Learning with Strategy-Based Goals
  8 Oct 2019 0 repositories listed
• DeepMNavigate: Deep Reinforced Multi-Robot Navigation Unifying Local & Global Collision Avoidance
  4 Oct 2019 0 repositories listed
• Deep Reinforcement Learning for Single-Shot Diagnosis and Adaptation in Damaged Robots
  2 Oct 2019 0 repositories listed
• Never Worse, Mostly Better: Stable Policy Improvement in Deep Reinforcement Learning
  2 Oct 2019 0 repositories listed
• Deep Reinforcement Active Learning for Human-in-the-Loop Person Re-Identification
  1 Oct 2019 0 repositories listed
• Dynamic Interaction-Aware Scene Understanding for Reinforcement Learning in Autonomous Driving
  30 Sep 2019 0 repositories listed
• End-to-End Motion Planning of Quadrotors Using Deep Reinforcement Learning
  30 Sep 2019 0 repositories listed
• Tensor-based Cooperative Control for Large Scale Multi-intersection Traffic Signal Using Deep Reinforcement Learning and Imitation Learning
  30 Sep 2019 0 repositories listed
• Counterfactual States for Atari Agents via Generative Deep Learning
  27 Sep 2019 0 repositories listed
• Deep Reinforcement Learning Based Power control for Wireless Multicast Systems
  27 Sep 2019 0 repositories listed
• SURREAL-System: Fully-Integrated Stack for Distributed Deep Reinforcement Learning
  27 Sep 2019 0 repositories listed
• Assessing Generalization in TD methods for Deep Reinforcement Learning
  25 Sep 2019 0 repositories listed
• D3PG: Deep Differentiable Deterministic Policy Gradients
  25 Sep 2019 0 repositories listed
• Deep Auto-Deferring Policy for Combinatorial Optimization
  25 Sep 2019 0 repositories listed
• Do recent advancements in model-based deep reinforcement learning really improve data efficiency?
  25 Sep 2019 0 repositories listed
• Evo-NAS: Evolutionary-Neural Hybrid Agent for Architecture Search
  25 Sep 2019 0 repositories listed