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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 48 of 59: papers 4,701 to 4,800 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.

• Representations for Stable Off-Policy Reinforcement Learning
  10 Jul 2020 0 repositories listed
• Learning to Prune Deep Neural Networks via Reinforcement Learning
  9 Jul 2020 0 repositories listed
• Low Dose CT Denoising via Joint Bilateral Filtering and Intelligent Parameter Optimization
  9 Jul 2020 0 repositories listed
• A deep reinforcement learning model based on deterministic policy gradient for collective neural crest cell migration
  7 Jul 2020 0 repositories listed
• Cognitive Radio Network Throughput Maximization with Deep Reinforcement Learning
  7 Jul 2020 0 repositories listed
• Deep Reinforcement Learning and its Neuroscientific Implications
  7 Jul 2020 0 repositories listed
• Deep Reinforcement Learning with Interactive Feedback in a Human-Robot Environment
  7 Jul 2020 0 repositories listed
• Predictive Maintenance for Edge-Based Sensor Networks: A Deep Reinforcement Learning Approach
  7 Jul 2020 0 repositories listed
• Consensus Multi-Agent Reinforcement Learning for Volt-VAR Control in Power Distribution Networks
  6 Jul 2020 0 repositories listed
• robo-gym -- An Open Source Toolkit for Distributed Deep Reinforcement Learning on Real and Simulated Robots
  6 Jul 2020 0 repositories listed
• Unsupervised Paraphrasing via Deep Reinforcement Learning
  5 Jul 2020 0 repositories listed
• An Autonomous Free Airspace En-route Controller using Deep Reinforcement Learning Techniques
  3 Jul 2020 0 repositories listed
• Dueling Deep Q-Network for Unsupervised Inter-frame Eye Movement Correction in Optical Coherence Tomography Volumes
  3 Jul 2020 0 repositories listed
• Decentralized Deep Reinforcement Learning for Network Level Traffic Signal Control
  2 Jul 2020 0 repositories listed
• Deep reinforcement learning driven inspection and maintenance planning under incomplete information and constraints
  2 Jul 2020 0 repositories listed
• Human-centered collaborative robots with deep reinforcement learning
  2 Jul 2020 0 repositories listed
• A Generalized Reinforcement Learning Algorithm for Online 3D Bin-Packing
  1 Jul 2020 0 repositories listed
• Personalization of Hearing Aid Compression by Human-In-Loop Deep Reinforcement Learning
  1 Jul 2020 0 repositories listed
• Deep reinforcement learning approach to MIMO precoding problem: Optimality and Robustness
  30 Jun 2020 0 repositories listed
• Testing match-3 video games with Deep Reinforcement Learning
  30 Jun 2020 0 repositories listed
• Distributed Deep Reinforcement Learning for Intelligent Load Scheduling in Residential Smart Grids
  29 Jun 2020 0 repositories listed
• Active Finite Reward Automaton Inference and Reinforcement Learning Using Queries and Counterexamples
  28 Jun 2020 0 repositories listed
• Distributed Uplink Beamforming in Cell-Free Networks Using Deep Reinforcement Learning
  26 Jun 2020 0 repositories listed
• Learning predictive representations in autonomous driving to improve deep reinforcement learning
  26 Jun 2020 0 repositories listed
• Perception-Prediction-Reaction Agents for Deep Reinforcement Learning
  26 Jun 2020 0 repositories listed
• Multi-Agent Deep Reinforcement Learning for HVAC Control in Commercial Buildings
  25 Jun 2020 0 repositories listed
• Some approaches used to overcome overestimation in Deep Reinforcement Learning algorithms
  25 Jun 2020 0 repositories listed
• Energy Minimization in UAV-Aided Networks: Actor-Critic Learning for Constrained Scheduling Optimization
  24 Jun 2020 0 repositories listed
• Model-Free Voltage Regulation of Unbalanced Distribution Network Based on Surrogate Model and Deep Reinforcement Learning
  24 Jun 2020 0 repositories listed
• Deep Reinforcement Learning Control for Radar Detection and Tracking in Congested Spectral Environments
  23 Jun 2020 0 repositories listed
• Show me the Way: Intrinsic Motivation from Demonstrations
  23 Jun 2020 0 repositories listed
• The Effect of Multi-step Methods on Overestimation in Deep Reinforcement Learning
  23 Jun 2020 0 repositories listed
• Accelerated Deep Reinforcement Learning Based Load Shedding for Emergency Voltage Control
  22 Jun 2020 0 repositories listed
• Constrained Combinatorial Optimization with Reinforcement Learning
  22 Jun 2020 0 repositories listed
• Provably Efficient Causal Reinforcement Learning with Confounded Observational Data
  22 Jun 2020 0 repositories listed
• Emergent cooperation through mutual information maximization
  21 Jun 2020 0 repositories listed
• A Reinforcement Learning Approach for Transient Control of Liquid Rocket Engines
  19 Jun 2020 0 repositories listed
• Learn to Earn: Enabling Coordination within a Ride Hailing Fleet
  19 Jun 2020 0 repositories listed
• NROWAN-DQN: A Stable Noisy Network with Noise Reduction and Online Weight Adjustment for Exploration
  19 Jun 2020 0 repositories listed
• Deep Reinforcement Learning amidst Lifelong Non-Stationarity
  18 Jun 2020 0 repositories listed
• WD3: Taming the Estimation Bias in Deep Reinforcement Learning
  18 Jun 2020 0 repositories listed
• Deep Reinforcement Learning Controller for 3D Path-following and Collision Avoidance by Autonomous Underwater Vehicles
  17 Jun 2020 0 repositories listed
• COLREG-Compliant Collision Avoidance for Unmanned Surface Vehicle using Deep Reinforcement Learning
  16 Jun 2020 0 repositories listed
• Index Selection for NoSQL Database with Deep Reinforcement Learning
  16 Jun 2020 0 repositories listed
• Solving the Order Batching and Sequencing Problem using Deep Reinforcement Learning
  16 Jun 2020 0 repositories listed
• Designing high-fidelity multi-qubit gates for semiconductor quantum dots through deep reinforcement learning
  15 Jun 2020 0 repositories listed
• A Brief Look at Generalization in Visual Meta-Reinforcement Learning
  12 Jun 2020 0 repositories listed
• Continuous Control for Searching and Planning with a Learned Model
  12 Jun 2020 0 repositories listed
• Decorrelated Double Q-learning
  12 Jun 2020 0 repositories listed
• Deep Reinforcement Learning for Neural Control
  12 Jun 2020 0 repositories listed
• StarCraft II Build Order Optimization using Deep Reinforcement Learning and Monte-Carlo Tree Search
  12 Jun 2020 0 repositories listed
• Systematic Generalisation through Task Temporal Logic and Deep Reinforcement Learning
  12 Jun 2020 0 repositories listed
• Deep Reinforcement Learning for Electric Transmission Voltage Control
  11 Jun 2020 0 repositories listed
• Deep reinforcement learning for optical systems: A case study of mode-locked lasers
  10 Jun 2020 0 repositories listed
• Privacy-Cost Management in Smart Meters with Mutual Information-Based Reinforcement Learning
  10 Jun 2020 0 repositories listed
• Transient Non-Stationarity and Generalisation in Deep Reinforcement Learning
  10 Jun 2020 0 repositories listed
• Stealing Deep Reinforcement Learning Models for Fun and Profit
  9 Jun 2020 0 repositories listed
• Can Temporal-Difference and Q-Learning Learn Representation? A Mean-Field Theory
  8 Jun 2020 0 repositories listed
• Online Data Poisoning Attacks
  8 Jun 2020 0 repositories listed
• Randomized Policy Learning for Continuous State and Action MDPs
  8 Jun 2020 0 repositories listed
• AutoPrivacy: Automated Layer-wise Parameter Selection for Secure Neural Network Inference
  7 Jun 2020 0 repositories listed
• Efficient Poverty Mapping using Deep Reinforcement Learning
  7 Jun 2020 0 repositories listed
• Real-Time Model Calibration with Deep Reinforcement Learning
  7 Jun 2020 0 repositories listed
• A Multi-Agent Deep Reinforcement Learning Method for Cooperative Load Frequency Control of a Multi-Area Power System
  4 Jun 2020 0 repositories listed
• Learning to Scan: A Deep Reinforcement Learning Approach for Personalized Scanning in CT Imaging
  3 Jun 2020 0 repositories listed
• Adversarial Attacks on Reinforcement Learning based Energy Management Systems of Extended Range Electric Delivery Vehicles
  1 Jun 2020 0 repositories listed
• Distributed multi-robot collision avoidance via deep reinforcement learning for navigation in complex scenarios
  31 May 2020 0 repositories listed
• Distributed Voltage Regulation of Active Distribution System Based on Enhanced Multi-agent Deep Reinforcement Learning
  31 May 2020 0 repositories listed
• Domain Knowledge Integration By Gradient Matching For Sample-Efficient Reinforcement Learning
  28 May 2020 0 repositories listed
• Intelligent Residential Energy Management System using Deep Reinforcement Learning
  28 May 2020 0 repositories listed
• The Adversarial Resilience Learning Architecture for AI-based Modelling, Exploration, and Operation of Complex Cyber-Physical Systems
  27 May 2020 0 repositories listed
• Anomaly Detection Under Controlled Sensing Using Actor-Critic Reinforcement Learning
  26 May 2020 0 repositories listed
• Integrating LEO Satellite and UAV Relaying via Reinforcement Learning for Non-Terrestrial Networks
  26 May 2020 0 repositories listed
• Towards intervention-centric causal reasoning in learning agents
  26 May 2020 0 repositories listed
• Deep Reinforcement Learning Based Power Allocation for D2D Network
  25 May 2020 0 repositories listed
• Dynamic Value Estimation for Single-Task Multi-Scene Reinforcement Learning
  25 May 2020 0 repositories listed
• Formal Methods with a Touch of Magic
  25 May 2020 0 repositories listed
• Generator and Critic: A Deep Reinforcement Learning Approach for Slate Re-ranking in E-commerce
  25 May 2020 0 repositories listed
• Gradient Monitored Reinforcement Learning
  25 May 2020 0 repositories listed
• Optimization-driven Deep Reinforcement Learning for Robust Beamforming in IRS-assisted Wireless Communications
  25 May 2020 0 repositories listed
• Policy Entropy for Out-of-Distribution Classification
  25 May 2020 0 repositories listed
• Single-Agent Optimization Through Policy Iteration Using Monte-Carlo Tree Search
  22 May 2020 0 repositories listed
• Distributed Resource Scheduling for Large-Scale MEC Systems: A Multi-Agent Ensemble Deep Reinforcement Learning with Imitation Acceleration
  21 May 2020 0 repositories listed
• Deep Reinforcement Learning for High Level Character Control
  20 May 2020 0 repositories listed
• Two-stage Deep Reinforcement Learning for Inverter-based Volt-VAR Control in Active Distribution Networks
  20 May 2020 0 repositories listed
• Human Instruction-Following with Deep Reinforcement Learning via Transfer-Learning from Text
  19 May 2020 0 repositories listed
• Learning to Herd Agents Amongst Obstacles: Training Robust Shepherding Behaviors using Deep Reinforcement Learning
  19 May 2020 0 repositories listed
• Prototypical Q Networks for Automatic Conversational Diagnosis and Few-Shot New Disease Adaption
  19 May 2020 0 repositories listed
• Basal Glucose Control in Type 1 Diabetes using Deep Reinforcement Learning: An In Silico Validation
  18 May 2020 0 repositories listed
• Dampen the Stop-and-Go Traffic with Connected and Automated Vehicles -- A Deep Reinforcement Learning Approach
  17 May 2020 0 repositories listed
• Learning-based Prediction, Rendering and Association Optimization for MEC-enabled Wireless Virtual Reality (VR) Network
  17 May 2020 0 repositories listed
• Learning Transferable Concepts in Deep Reinforcement Learning
  16 May 2020 0 repositories listed
• Continuous Multiagent Control using Collective Behavior Entropy for Large-Scale Home Energy Management
  14 May 2020 0 repositories listed
• Probabilistic Guarantees for Safe Deep Reinforcement Learning
  14 May 2020 0 repositories listed
• Reinforced Coloring for End-to-End Instance Segmentation
  14 May 2020 0 repositories listed
• Solve Traveling Salesman Problem by Monte Carlo Tree Search and Deep Neural Network
  14 May 2020 0 repositories listed
• Stealthy and Efficient Adversarial Attacks against Deep Reinforcement Learning
  14 May 2020 0 repositories listed
• From Simulation to Real World Maneuver Execution using Deep Reinforcement Learning
  13 May 2020 0 repositories listed
• Proxy Experience Replay: Federated Distillation for Distributed Reinforcement Learning
  13 May 2020 0 repositories listed
• Unbiased Deep Reinforcement Learning: A General Training Framework for Existing and Future Algorithms
  12 May 2020 0 repositories listed