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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 50 of 59: papers 4,901 to 5,000 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.

• Guided Constrained Policy Optimization for Dynamic Quadrupedal Robot Locomotion
  22 Feb 2020 0 repositories listed
• Vehicle Tracking in Wireless Sensor Networks via Deep Reinforcement Learning
  22 Feb 2020 0 repositories listed
• Data Freshness and Energy-Efficient UAV Navigation Optimization: A Deep Reinforcement Learning Approach
  21 Feb 2020 0 repositories listed
• Risk-Aware Energy Scheduling for Edge Computing with Microgrid: A Multi-Agent Deep Reinforcement Learning Approach
  21 Feb 2020 0 repositories listed
• Enhanced Adversarial Strategically-Timed Attacks against Deep Reinforcement Learning
  20 Feb 2020 0 repositories listed
• KoGuN: Accelerating Deep Reinforcement Learning via Integrating Human Suboptimal Knowledge
  18 Feb 2020 0 repositories listed
• Multi-Issue Bargaining With Deep Reinforcement Learning
  18 Feb 2020 0 repositories listed
• Investigating Simple Object Representations in Model-Free Deep Reinforcement Learning
  16 Feb 2020 0 repositories listed
• Resource Management in Wireless Networks via Multi-Agent Deep Reinforcement Learning
  14 Feb 2020 0 repositories listed
• Deep Reinforcement Learning-Based Beam Tracking for Low-Latency Services in Vehicular Networks
  13 Feb 2020 0 repositories listed
• MODRL/D-AM: Multiobjective Deep Reinforcement Learning Algorithm Using Decomposition and Attention Model for Multiobjective Optimization
  13 Feb 2020 0 repositories listed
• Learning Multi-Agent Coordination through Connectivity-driven Communication
  12 Feb 2020 0 repositories listed
• Data Efficient Training for Reinforcement Learning with Adaptive Behavior Policy Sharing
  12 Feb 2020 0 repositories listed
• AI Driven Heterogeneous MEC System with UAV Assistance for Dynamic Environment -- Challenges and Solutions
  11 Feb 2020 0 repositories listed
• On Reward Shaping for Mobile Robot Navigation: A Reinforcement Learning and SLAM Based Approach
  10 Feb 2020 0 repositories listed
• Proficiency Constrained Multi-Agent Reinforcement Learning for Environment-Adaptive Multi UAV-UGV Teaming
  10 Feb 2020 0 repositories listed
• Reward Tweaking: Maximizing the Total Reward While Planning for Short Horizons
  9 Feb 2020 0 repositories listed
• Comprehensive and Efficient Data Labeling via Adaptive Model Scheduling
  8 Feb 2020 0 repositories listed
• RL-Duet: Online Music Accompaniment Generation Using Deep Reinforcement Learning
  8 Feb 2020 0 repositories listed
• Automated Lane Change Strategy using Proximal Policy Optimization-based Deep Reinforcement Learning
  7 Feb 2020 0 repositories listed
• Dynamic Energy Dispatch Based on Deep Reinforcement Learning in IoT-Driven Smart Isolated Microgrids
  7 Feb 2020 0 repositories listed
• Learning Whole-body Motor Skills for Humanoids
  7 Feb 2020 0 repositories listed
• Transfer Heterogeneous Knowledge Among Peer-to-Peer Teammates: A Model Distillation Approach
  6 Feb 2020 0 repositories listed
• Unboxing MAC Protocol Design Optimization Using Deep Learning
  6 Feb 2020 0 repositories listed
• Bootstrapping a DQN Replay Memory with Synthetic Experiences
  4 Feb 2020 0 repositories listed
• Neuro-evolutionary Frameworks for Generalized Learning Agents
  4 Feb 2020 0 repositories listed
• Prophet: Proactive Candidate-Selection for Federated Learning by Predicting the Qualities of Training and Reporting Phases
  3 Feb 2020 0 repositories listed
• Deep Reinforcement Learning for Autonomous Driving: A Survey
  2 Feb 2020 0 repositories listed
• PolicyGNN: Aggregation Optimization for Graph Neural Networks
  1 Feb 2020 0 repositories listed
• A Deep Reinforcement Learning Approach to Concurrent Bilateral Negotiation
  31 Jan 2020 0 repositories listed
• Constrained Deep Reinforcement Learning for Energy Sustainable Multi-UAV based Random Access IoT Networks with NOMA
  31 Jan 2020 0 repositories listed
• Survey of Deep Reinforcement Learning for Motion Planning of Autonomous Vehicles
  30 Jan 2020 0 repositories listed
• Multiple Access in Dynamic Cell-Free Networks: Outage Performance and Deep Reinforcement Learning-Based Design
  29 Jan 2020 0 repositories listed
• Towards Learning Multi-agent Negotiations via Self-Play
  28 Jan 2020 0 repositories listed
• Developing Multi-Task Recommendations with Long-Term Rewards via Policy Distilled Reinforcement Learning
  27 Jan 2020 0 repositories listed
• Sentiment and Knowledge Based Algorithmic Trading with Deep Reinforcement Learning
  26 Jan 2020 0 repositories listed
• Deep Reinforcement Learning based Blind mmWave MIMO Beam Alignment
  25 Jan 2020 0 repositories listed
• EgoMap: Projective mapping and structured egocentric memory for Deep RL
  24 Jan 2020 0 repositories listed
• End-to-End Vision-Based Adaptive Cruise Control (ACC) Using Deep Reinforcement Learning
  24 Jan 2020 0 repositories listed
• Stacked Auto Encoder Based Deep Reinforcement Learning for Online Resource Scheduling in Large-Scale MEC Networks
  24 Jan 2020 0 repositories listed
• Machine Learning assisted Handover and Resource Management for Cellular Connected Drones
  22 Jan 2020 0 repositories listed
• Reinforcement Learning Based Vehicle-cell Association Algorithm for Highly Mobile Millimeter Wave Communication
  22 Jan 2020 0 repositories listed
• FRESH: Interactive Reward Shaping in High-Dimensional State Spaces using Human Feedback
  19 Jan 2020 0 repositories listed
• Effects of sparse rewards of different magnitudes in the speed of learning of model-based actor critic methods
  18 Jan 2020 0 repositories listed
• Multi-agent Motion Planning for Dense and Dynamic Environments via Deep Reinforcement Learning
  18 Jan 2020 0 repositories listed
• Algorithms in Multi-Agent Systems: A Holistic Perspective from Reinforcement Learning and Game Theory
  17 Jan 2020 0 repositories listed
• Inducing Cooperative behaviour in Sequential-Social dilemmas through Multi-Agent Reinforcement Learning using Status-Quo Loss
  15 Jan 2020 0 repositories listed
• Robotic Grasp Manipulation Using Evolutionary Computing and Deep Reinforcement Learning
  15 Jan 2020 0 repositories listed
• Learning to Locomote with Deep Neural-Network and CPG-based Control in a Soft Snake Robot
  13 Jan 2020 0 repositories listed
• Deep Reinforcement Learning for Complex Manipulation Tasks with Sparse Feedback
  12 Jan 2020 0 repositories listed
• Functional Error Correction for Robust Neural Networks
  12 Jan 2020 0 repositories listed
• Deep Interactive Reinforcement Learning for Path Following of Autonomous Underwater Vehicle
  10 Jan 2020 0 repositories listed
• EEG-based Drowsiness Estimation for Driving Safety using Deep Q-Learning
  8 Jan 2020 0 repositories listed
• Multi-Agent Deep Reinforcement Learning for Cooperative Connected Vehicles
  8 Jan 2020 0 repositories listed
• Perception and Navigation in Autonomous Systems in the Era of Learning: A Survey
  8 Jan 2020 0 repositories listed
• High-speed Autonomous Drifting with Deep Reinforcement Learning
  6 Jan 2020 0 repositories listed
• Generalizing Emergent Communication
  6 Jan 2020 0 repositories listed
• Intelligent Roundabout Insertion using Deep Reinforcement Learning
  3 Jan 2020 0 repositories listed
• A Markov Decision Process Model for Socio-Economic Systems Impacted by Climate Change
  1 Jan 2020 0 repositories listed
• Adaptive Droplet Routing in Digital Microfluidic Biochips Using Deep Reinforcement Learning
  1 Jan 2020 0 repositories listed
• Deep Randomized Least Squares Value Iteration
  1 Jan 2020 0 repositories listed
• Deep Reinforcement Learning with Implicit Human Feedback
  1 Jan 2020 0 repositories listed
• Deep Reinforcement Learning with Smooth Policy
  1 Jan 2020 0 repositories listed
• Enhancing Language Emergence through Empathy
  1 Jan 2020 0 repositories listed
• Inferring DQN structure for high-dimensional continuous control
  1 Jan 2020 0 repositories listed
• Insights on Visual Representations for Embodied Navigation Tasks
  1 Jan 2020 0 repositories listed
• Learning Fair Policies in Multi-Objective (Deep) Reinforcement Learning with Average and Discounted Rewards
  1 Jan 2020 0 repositories listed
• OPtions as REsponses: Grounding behavioural hierarchies in multi-agent reinforcement learning
  1 Jan 2020 0 repositories listed
• Way Off-Policy Batch Deep Reinforcement Learning of Human Preferences in Dialog
  1 Jan 2020 0 repositories listed
• Uncertainty-Based Out-of-Distribution Classification in Deep Reinforcement Learning
  31 Dec 2019 0 repositories listed
• Computational model discovery with reinforcement learning
  29 Dec 2019 0 repositories listed
• Real-time Policy Distillation in Deep Reinforcement Learning
  29 Dec 2019 0 repositories listed
• Deep reinforcement learning for complex evaluation of one-loop diagrams in quantum field theory
  27 Dec 2019 0 repositories listed
• A Survey of Deep Reinforcement Learning in Video Games
  23 Dec 2019 0 repositories listed
• Monte-Carlo Tree Search for Policy Optimization
  23 Dec 2019 0 repositories listed
• Energy-Aware Multi-Server Mobile Edge Computing: A Deep Reinforcement Learning Approach
  22 Dec 2019 0 repositories listed
• Predictive Coding for Boosting Deep Reinforcement Learning with Sparse Rewards
  21 Dec 2019 0 repositories listed
• Exploiting the potential of deep reinforcement learning for classification tasks in high-dimensional and unstructured data
  20 Dec 2019 0 repositories listed
• Mastering Complex Control in MOBA Games with Deep Reinforcement Learning
  20 Dec 2019 0 repositories listed
• Optimizing Collision Avoidance in Dense Airspace using Deep Reinforcement Learning
  20 Dec 2019 0 repositories listed
• Deep Reinforcement Learning Designed Shinnar-Le Roux RF Pulse using Root-Flipping: DeepRF_SLR
  19 Dec 2019 0 repositories listed
• Deep Reinforcement Learning for Motion Planning of Mobile Robots
  19 Dec 2019 0 repositories listed
• Deep Reinforcement Learning for Smart Home Energy Management
  19 Dec 2019 0 repositories listed
• Analysing Deep Reinforcement Learning Agents Trained with Domain Randomisation
  18 Dec 2019 0 repositories listed
• Taming an autonomous surface vehicle for path following and collision avoidance using deep reinforcement learning
  18 Dec 2019 0 repositories listed
• On the Bias-Variance Tradeoff: Textbooks Need an Update
  17 Dec 2019 0 repositories listed
• Coordination in Adversarial Sequential Team Games via Multi-Agent Deep Reinforcement Learning
  16 Dec 2019 0 repositories listed
• Long-Term Planning and Situational Awareness in OpenAI Five
  13 Dec 2019 0 repositories listed
• Text as Environment: A Deep Reinforcement Learning Text Readability Assessment Model
  12 Dec 2019 0 repositories listed
• Efficient Robotic Task Generalization Using Deep Model Fusion Reinforcement Learning
  11 Dec 2019 0 repositories listed
• Energy-aware Scheduling of Jobs in Heterogeneous Cluster Systems Using Deep Reinforcement Learning
  11 Dec 2019 0 repositories listed
• Online Deep Reinforcement Learning for Autonomous UAV Navigation and Exploration of Outdoor Environments
  11 Dec 2019 0 repositories listed
• A Finite-Time Analysis of Q-Learning with Neural Network Function Approximation
  10 Dec 2019 0 repositories listed
• Deep RL-based Trajectory Planning for AoI Minimization in UAV-assisted IoT
  9 Dec 2019 0 repositories listed
• Learning Sparse Representations Incrementally in Deep Reinforcement Learning
  9 Dec 2019 0 repositories listed
• Learning to Code: Coded Caching via Deep Reinforcement Learning
  9 Dec 2019 0 repositories listed
• Transformer Based Reinforcement Learning For Games
  9 Dec 2019 0 repositories listed
• Effects of a Social Force Model reward in Robot Navigation based on Deep Reinforcement Learning
  8 Dec 2019 0 repositories listed
• Deep Reinforcement Learning for Routing a Heterogeneous Fleet of Vehicles
  6 Dec 2019 0 repositories listed
• Dynamic Pricing on E-commerce Platform with Deep Reinforcement Learning: A Field Experiment
  5 Dec 2019 0 repositories listed