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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 43 of 59: papers 4,201 to 4,300 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.

• Network-wide traffic signal control optimization using a multi-agent deep reinforcement learning
  20 Apr 2021 0 repositories listed
• Scalable Synthesis of Verified Controllers in Deep Reinforcement Learning
  20 Apr 2021 0 repositories listed
• Adaptive learning for financial markets mixing model-based and model-free RL for volatility targeting
  19 Apr 2021 0 repositories listed
• Deep Reinforcement Learning in a Monetary Model
  19 Apr 2021 0 repositories listed
• MT-Opt: Continuous Multi-Task Robotic Reinforcement Learning at Scale
  16 Apr 2021 0 repositories listed
• Joint Attention for Multi-Agent Coordination and Social Learning
  15 Apr 2021 0 repositories listed
• GAN-Based Interactive Reinforcement Learning from Demonstration and Human Evaluative Feedback
  14 Apr 2021 0 repositories listed
• GridToPix: Training Embodied Agents with Minimal Supervision
  14 Apr 2021 0 repositories listed
• Visual Comfort Aware-Reinforcement Learning for Depth Adjustment of Stereoscopic 3D Images
  14 Apr 2021 0 repositories listed
• Optimizing the Long-Term Average Reward for Continuing MDPs: A Technical Report
  13 Apr 2021 0 repositories listed
• Thief, Beware of What Get You There: Towards Understanding Model Extraction Attack
  13 Apr 2021 0 repositories listed
• Deep Reinforcement Learning Based Controller for Active Heave Compensation
  12 Apr 2021 0 repositories listed
• Dynamic Matching Markets in Power Grid: Concepts and Solution using Deep Reinforcement Learning
  12 Apr 2021 0 repositories listed
• Learn Goal-Conditioned Policy with Intrinsic Motivation for Deep Reinforcement Learning
  11 Apr 2021 0 repositories listed
• A Reinforcement-Learning-Based Energy-Efficient Framework for Multi-Task Video Analytics Pipeline
  9 Apr 2021 0 repositories listed
• Jamming-Resilient Path Planning for Multiple UAVs via Deep Reinforcement Learning
  9 Apr 2021 0 repositories listed
• Symmetry reduction for deep reinforcement learning active control of chaotic spatiotemporal dynamics
  9 Apr 2021 0 repositories listed
• Risk-Conditioned Distributional Soft Actor-Critic for Risk-Sensitive Navigation
  7 Apr 2021 0 repositories listed
• Distributed Deep Reinforcement Learning for Collaborative Spectrum Sharing
  6 Apr 2021 0 repositories listed
• Zeus: Efficiently Localizing Actions in Videos using Reinforcement Learning
  6 Apr 2021 0 repositories listed
• Deep Reinforcement Learning Powered IRS-Assisted Downlink NOMA
  3 Apr 2021 0 repositories listed
• Learning-Based UAV Trajectory Optimization with Collision Avoidance and Connectivity Constraints
  3 Apr 2021 0 repositories listed
• Federated Double Deep Q-learning for Joint Delay and Energy Minimization in IoT networks
  2 Apr 2021 0 repositories listed
• Low Dose Helical CBCT denoising by using domain filtering with deep reinforcement learning
  2 Apr 2021 0 repositories listed
• AdaPool: A Diurnal-Adaptive Fleet Management Framework using Model-Free Deep Reinforcement Learning and Change Point Detection
  1 Apr 2021 0 repositories listed
• Deep Reinforcement Learning for Constrained Field Development Optimization in Subsurface Two-phase Flow
  31 Mar 2021 0 repositories listed
• RIS-Assisted UAV for Timely Data Collection in IoT Networks
  31 Mar 2021 0 repositories listed
• RLAD: Time Series Anomaly Detection through Reinforcement Learning and Active Learning
  31 Mar 2021 0 repositories listed
• Solving Heterogeneous General Equilibrium Economic Models with Deep Reinforcement Learning
  31 Mar 2021 0 repositories listed
• Augmenting Automated Game Testing with Deep Reinforcement Learning
  29 Mar 2021 0 repositories listed
• Deep reinforcement learning of event-triggered communication and control for multi-agent cooperative transport
  29 Mar 2021 0 repositories listed
• Joint Resource Management for MC-NOMA: A Deep Reinforcement Learning Approach
  29 Mar 2021 0 repositories listed
• Measuring Sample Efficiency and Generalization in Reinforcement Learning Benchmarks: NeurIPS 2020 Procgen Benchmark
  29 Mar 2021 0 repositories listed
• KnowRU: Knowledge Reusing via Knowledge Distillation in Multi-agent Reinforcement Learning
  27 Mar 2021 0 repositories listed
• Barrier Function-based Safe Reinforcement Learning for Emergency Control of Power Systems
  26 Mar 2021 0 repositories listed
• SegVisRL: Visuomotor Development for a Lunar Rover for Hazard Avoidance using Camera Images
  26 Mar 2021 0 repositories listed
• A Meta-Reinforcement Learning Approach to Process Control
  25 Mar 2021 0 repositories listed
• AoA-Based Pilot Assignment in Massive MIMO Systems Using Deep Reinforcement Learning
  25 Mar 2021 0 repositories listed
• Hierarchical Program-Triggered Reinforcement Learning Agents For Automated Driving
  25 Mar 2021 0 repositories listed
• The Gradient Convergence Bound of Federated Multi-Agent Reinforcement Learning with Efficient Communication
  24 Mar 2021 0 repositories listed
• IPAPRec: A promising tool for learning high-performance mapless navigation skills with deep reinforcement learning
  22 Mar 2021 0 repositories listed
• Smart Scheduling based on Deep Reinforcement Learning for Cellular Networks
  22 Mar 2021 0 repositories listed
• MaAST: Map Attention with Semantic Transformersfor Efficient Visual Navigation
  21 Mar 2021 0 repositories listed
• Robust Multi-Modal Policies for Industrial Assembly via Reinforcement Learning and Demonstrations: A Large-Scale Study
  21 Mar 2021 0 repositories listed
• Combining Pessimism with Optimism for Robust and Efficient Model-Based Deep Reinforcement Learning
  18 Mar 2021 0 repositories listed
• Deep Reinforcement Learning-Aided RAN Slicing Enforcement for B5G Latency Sensitive Services
  18 Mar 2021 0 repositories listed
• Image Synthesis for Data Augmentation in Medical CT using Deep Reinforcement Learning
  18 Mar 2021 0 repositories listed
• Decentralized Reinforcement Learning for Multi-Target Search and Detection by a Team of Drones
  17 Mar 2021 0 repositories listed
• Self-Organizing mmWave MIMO Cell-Free Networks With Hybrid Beamforming: A Hierarchical DRL-Based Design
  17 Mar 2021 0 repositories listed
• Goal-constrained Sparse Reinforcement Learning for End-to-End Driving
  16 Mar 2021 0 repositories listed
• Autonomous Drone Racing with Deep Reinforcement Learning
  15 Mar 2021 0 repositories listed
• Learning Symbolic Rules for Interpretable Deep Reinforcement Learning
  15 Mar 2021 0 repositories listed
• Modelling Human Kinetics and Kinematics during Walking using Reinforcement Learning
  15 Mar 2021 0 repositories listed
• Simulation Studies on Deep Reinforcement Learning for Building Control with Human Interaction
  14 Mar 2021 0 repositories listed
• Success Weighted by Completion Time: A Dynamics-Aware Evaluation Criteria for Embodied Navigation
  14 Mar 2021 0 repositories listed
• Optimal sequential decision making with probabilistic digital twins
  12 Mar 2021 0 repositories listed
• A Vision Based Deep Reinforcement Learning Algorithm for UAV Obstacle Avoidance
  11 Mar 2021 0 repositories listed
• Age of Information Optimization in a RIS-Assisted Wireless Network
  11 Mar 2021 0 repositories listed
• Analyzing the Hidden Activations of Deep Policy Networks: Why Representation Matters
  11 Mar 2021 0 repositories listed
• Robust High-speed Running for Quadruped Robots via Deep Reinforcement Learning
  11 Mar 2021 0 repositories listed
• Machine Learning for Massive Industrial Internet of Things
  10 Mar 2021 0 repositories listed
• I am Robot: Neuromuscular Reinforcement Learning to Actuate Human Limbs through Functional Electrical Stimulation
  9 Mar 2021 0 repositories listed
• Pretraining Reward-Free Representations for Data-Efficient Reinforcement Learning
  9 Mar 2021 0 repositories listed
• An Energy-Saving Snake Locomotion Gait Policy Obtained Using Deep Reinforcement Learning
  8 Mar 2021 0 repositories listed
• Real-world Ride-hailing Vehicle Repositioning using Deep Reinforcement Learning
  8 Mar 2021 0 repositories listed
• Vision-Based Mobile Robotics Obstacle Avoidance With Deep Reinforcement Learning
  8 Mar 2021 0 repositories listed
• Joint Coding and Scheduling Optimization for Distributed Learning over Wireless Edge Networks
  7 Mar 2021 0 repositories listed
• Dynamic Resource Management for Providing QoS in Drone Delivery Systems
  6 Mar 2021 0 repositories listed
• Passing Through Narrow Gaps with Deep Reinforcement Learning
  6 Mar 2021 0 repositories listed
• SAINT-ACC: Safety-Aware Intelligent Adaptive Cruise Control for Autonomous Vehicles Using Deep Reinforcement Learning
  6 Mar 2021 0 repositories listed
• Visual Explanation using Attention Mechanism in Actor-Critic-based Deep Reinforcement Learning
  6 Mar 2021 0 repositories listed
• Can You Fix My Neural Network? Real-Time Adaptive Waveform Synthesis for Resilient Wireless Signal Classification
  5 Mar 2021 0 repositories listed
• Deep reinforcement learning in medical imaging: A literature review
  5 Mar 2021 0 repositories listed
• Routing algorithms as tools for integrating social distancing with emergency evacuation
  5 Mar 2021 0 repositories listed
• Neuromechanics-based Deep Reinforcement Learning of Neurostimulation Control in FES cycling
  4 Mar 2021 0 repositories listed
• Addressing Action Oscillations through Learning Policy Inertia
  3 Mar 2021 0 repositories listed
• Reinforcement Learning for Orientation Estimation Using Inertial Sensors with Performance Guarantee
  3 Mar 2021 0 repositories listed
• Reinforcement Learning with External Knowledge by using Logical Neural Networks
  3 Mar 2021 0 repositories listed
• Self-play Learning Strategies for Resource Assignment in Open-RAN Networks
  3 Mar 2021 0 repositories listed
• Data-driven control of room temperature and bidirectional EV charging using deep reinforcement learning: simulations and experiments
  2 Mar 2021 0 repositories listed
• Autonomous Navigation of an Ultrasound Probe Towards Standard Scan Planes with Deep Reinforcement Learning
  1 Mar 2021 0 repositories listed
• Decision Making in Monopoly using a Hybrid Deep Reinforcement Learning Approach
  1 Mar 2021 0 repositories listed
• Reinforcement Learning for Adaptive Mesh Refinement
  1 Mar 2021 0 repositories listed
• Adaptive Load Shedding for Grid Emergency Control via Deep Reinforcement Learning
  25 Feb 2021 0 repositories listed
• Radio Resource Management for Cellular-Connected UAV: A Learning Approach
  25 Feb 2021 0 repositories listed
• No-Regret Reinforcement Learning with Heavy-Tailed Rewards
  25 Feb 2021 0 repositories listed
• On The Effect of Auxiliary Tasks on Representation Dynamics
  25 Feb 2021 0 repositories listed
• Where to go next: Learning a Subgoal Recommendation Policy for Navigation Among Pedestrians
  25 Feb 2021 0 repositories listed
• Deep Reinforcement Learning for Safe Landing Site Selection with Concurrent Consideration of Divert Maneuvers
  24 Feb 2021 0 repositories listed
• FIXAR: A Fixed-Point Deep Reinforcement Learning Platform with Quantization-Aware Training and Adaptive Parallelism
  24 Feb 2021 0 repositories listed
• Domain-invariant NBV Planner for Active Cross-domain Self-localization
  23 Feb 2021 0 repositories listed
• Deep Reinforcement Learning for Dynamic Spectrum Sharing of LTE and NR
  22 Feb 2021 0 repositories listed
• Improved Learning of Robot Manipulation Tasks via Tactile Intrinsic Motivation
  22 Feb 2021 0 repositories listed
• Return-Based Contrastive Representation Learning for Reinforcement Learning
  22 Feb 2021 0 repositories listed
• Stratified Experience Replay: Correcting Multiplicity Bias in Off-Policy Reinforcement Learning
  22 Feb 2021 0 repositories listed
• QoE Optimization for Live Video Streaming in UAV-to-UAV Communications via Deep Reinforcement Learning
  21 Feb 2021 0 repositories listed
• How To Train Your HERON
  20 Feb 2021 0 repositories listed
• TacticZero: Learning to Prove Theorems from Scratch with Deep Reinforcement Learning
  19 Feb 2021 0 repositories listed
• Privacy-Preserving Kickstarting Deep Reinforcement Learning with Privacy-Aware Learners
  18 Feb 2021 0 repositories listed
• Reinforcement Learning for Beam Pattern Design in Millimeter Wave and Massive MIMO Systems
  18 Feb 2021 0 repositories listed