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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 55 of 59: papers 5,401 to 5,500 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.

• Learning to Walk via Deep Reinforcement Learning
  26 Dec 2018 0 repositories listed
• Parallelized Interactive Machine Learning on Autonomous Vehicles
  23 Dec 2018 0 repositories listed
• Learning to Navigate the Web
  21 Dec 2018 0 repositories listed
• NADPEx: An on-policy temporally consistent exploration method for deep reinforcement learning
  21 Dec 2018 0 repositories listed
• Deep reinforcement learning for search, recommendation, and online advertising: a survey
  18 Dec 2018 0 repositories listed
• Domain Adaptation for Reinforcement Learning on the Atari
  18 Dec 2018 0 repositories listed
• Scene Recomposition by Learning-based ICP
  13 Dec 2018 0 repositories listed
• Deep neural networks algorithms for stochastic control problems on finite horizon: convergence analysis
  11 Dec 2018 0 repositories listed
• Measuring and Characterizing Generalization in Deep Reinforcement Learning
  7 Dec 2018 0 repositories listed
• Zero-shot Deep Reinforcement Learning Driving Policy Transfer for Autonomous Vehicles based on Robust Control
  7 Dec 2018 0 repositories listed
• Deep Reinforcement Learning and the Deadly Triad
  6 Dec 2018 0 repositories listed
• Bach2Bach: Generating Music Using A Deep Reinforcement Learning Approach
  3 Dec 2018 0 repositories listed
• Deep Reinforcement Learning for Intelligent Transportation Systems
  3 Dec 2018 0 repositories listed
• FoldingZero: Protein Folding from Scratch in Hydrophobic-Polar Model
  3 Dec 2018 0 repositories listed
• Generating Diverse Programs with Instruction Conditioned Reinforced Adversarial Learning
  3 Dec 2018 0 repositories listed
• Multi-agent Deep Reinforcement Learning with Extremely Noisy Observations
  3 Dec 2018 0 repositories listed
• Resource Constrained Deep Reinforcement Learning
  3 Dec 2018 0 repositories listed
• Dynamic Measurement Scheduling for Adverse Event Forecasting using Deep RL
  1 Dec 2018 0 repositories listed
• Genetic-Gated Networks for Deep Reinforcement Learning
  1 Dec 2018 0 repositories listed
• REFUEL: Exploring Sparse Features in Deep Reinforcement Learning for Fast Disease Diagnosis
  1 Dec 2018 0 repositories listed
• How to Organize your Deep Reinforcement Learning Agents: The Importance of Communication Topology
  30 Nov 2018 0 repositories listed
• Using Monte Carlo Tree Search as a Demonstrator within Asynchronous Deep RL
  30 Nov 2018 0 repositories listed
• Flow Shape Design for Microfluidic Devices Using Deep Reinforcement Learning
  29 Nov 2018 0 repositories listed
• Deep Reinforcement Learning for Time Optimal Velocity Control using Prior Knowledge
  28 Nov 2018 0 repositories listed
• Trajectory-based Learning for Ball-in-Maze Games
  28 Nov 2018 0 repositories listed
• Automatic Face Aging in Videos via Deep Reinforcement Learning
  27 Nov 2018 0 repositories listed
• Distributed traffic light control at uncoupled intersections with real-world topology by deep reinforcement learning
  27 Nov 2018 0 repositories listed
• Exploring Restart Distributions
  27 Nov 2018 0 repositories listed
• Quality-Aware Multimodal Saliency Detection via Deep Reinforcement Learning
  27 Nov 2018 0 repositories listed
• Optimization of Information-Seeking Dialogue Strategy for Argumentation-Based Dialogue System
  26 Nov 2018 0 repositories listed
• Evolutionary-Neural Hybrid Agents for Architecture Search
  24 Nov 2018 0 repositories listed
• Learning to Activate Relay Nodes: Deep Reinforcement Learning Approach
  24 Nov 2018 0 repositories listed
• Learning to attend in a brain-inspired deep neural network
  23 Nov 2018 0 repositories listed
• Simulated Autonomous Driving in a Realistic Driving Environment using Deep Reinforcement Learning and a Deterministic Finite State Machine
  19 Nov 2018 0 repositories listed
• Cost-Aware Fine-Grained Recognition for IoTs Based on Sequential Fixations
  16 Nov 2018 0 repositories listed
• Concept Learning through Deep Reinforcement Learning with Memory-Augmented Neural Networks
  15 Nov 2018 0 repositories listed
• Orthogonal Policy Gradient and Autonomous Driving Application
  15 Nov 2018 0 repositories listed
• Navigating Assistance System for Quadcopter with Deep Reinforcement Learning
  12 Nov 2018 0 repositories listed
• An initial attempt of combining visual selective attention with deep reinforcement learning
  11 Nov 2018 0 repositories listed
• Correlation Filter Selection for Visual Tracking Using Reinforcement Learning
  8 Nov 2018 0 repositories listed
• Modular Architecture for StarCraft II with Deep Reinforcement Learning
  8 Nov 2018 0 repositories listed
• Deep Reinforcement Learning for Green Security Games with Real-Time Information
  6 Nov 2018 0 repositories listed
• Deep Reinforcement Learning via L-BFGS Optimization
  6 Nov 2018 0 repositories listed
• Managing engineering systems with large state and action spaces through deep reinforcement learning
  5 Nov 2018 0 repositories listed
• ReLeQ: A Reinforcement Learning Approach for Deep Quantization of Neural Networks
  5 Nov 2018 0 repositories listed
• Automated Theorem Proving in Intuitionistic Propositional Logic by Deep Reinforcement Learning
  2 Nov 2018 0 repositories listed
• Macquarie University at BioASQ 6b: Deep learning and deep reinforcement learning for query-based summarisation
  1 Nov 2018 0 repositories listed
• SDRL: Interpretable and Data-efficient Deep Reinforcement Learning Leveraging Symbolic Planning
  31 Oct 2018 0 repositories listed
• Relative Importance Sampling for off-Policy Actor-Critic in Deep Reinforcement Learning
  30 Oct 2018 0 repositories listed
• Social Vehicle Swarms: A Novel Perspective on Social-aware Vehicular Communication Architecture
  29 Oct 2018 0 repositories listed
• Distributive Dynamic Spectrum Access through Deep Reinforcement Learning: A Reservoir Computing Based Approach
  28 Oct 2018 0 repositories listed
• Differential Variable Speed Limits Control for Freeway Recurrent Bottlenecks via Deep Reinforcement learning
  25 Oct 2018 0 repositories listed
• Meta-modeling game for deriving theoretical-consistent, micro-structural-based traction-separation laws via deep reinforcement learning
  24 Oct 2018 0 repositories listed
• Hierarchical Approaches for Reinforcement Learning in Parameterized Action Space
  23 Oct 2018 0 repositories listed
• The Faults in Our Pi Stars: Security Issues and Open Challenges in Deep Reinforcement Learning
  23 Oct 2018 0 repositories listed
• Transfer Learning versus Multi-agent Learning regarding Distributed Decision-Making in Highway Traffic
  19 Oct 2018 0 repositories listed
• Applications of Deep Reinforcement Learning in Communications and Networking: A Survey
  18 Oct 2018 0 repositories listed
• At Human Speed: Deep Reinforcement Learning with Action Delay
  16 Oct 2018 0 repositories listed
• Using Deep Reinforcement Learning for the Continuous Control of Robotic Arms
  15 Oct 2018 0 repositories listed
• Dexterous Manipulation with Deep Reinforcement Learning: Efficient, General, and Low-Cost
  14 Oct 2018 0 repositories listed
• A Survey and Critique of Multiagent Deep Reinforcement Learning
  12 Oct 2018 0 repositories listed
• Policy Design for Active Sequential Hypothesis Testing using Deep Learning
  11 Oct 2018 0 repositories listed
• Distributed Wildfire Surveillance with Autonomous Aircraft using Deep Reinforcement Learning
  9 Oct 2018 0 repositories listed
• Enabling Cognitive Smart Cities Using Big Data and Machine Learning: Approaches and Challenges
  9 Oct 2018 0 repositories listed
• Realizing Learned Quadruped Locomotion Behaviors through Kinematic Motion Primitives
  9 Oct 2018 0 repositories listed
• Actor-Critic Deep Reinforcement Learning for Dynamic Multichannel Access
  8 Oct 2018 0 repositories listed
• Multi-agent Deep Reinforcement Learning for Zero Energy Communities
  8 Oct 2018 0 repositories listed
• Deep Reinforcement Learning for Time Scheduling in RF-Powered Backscatter Cognitive Radio Networks
  3 Oct 2018 0 repositories listed
• Autonomous Sub-domain Modeling for Dialogue Policy with Hierarchical Deep Reinforcement Learning
  1 Oct 2018 0 repositories listed
• Curriculum Learning Based on Reward Sparseness for Deep Reinforcement Learning of Task Completion Dialogue Management
  1 Oct 2018 0 repositories listed
• Learning and Planning with a Semantic Model
  28 Sep 2018 0 repositories listed
• COLLABORATIVE MULTIAGENT REINFORCEMENT LEARNING IN HOMOGENEOUS SWARMS
  27 Sep 2018 0 repositories listed
• Constraining Action Sequences with Formal Languages for Deep Reinforcement Learning
  27 Sep 2018 0 repositories listed
• Deep Reinforcement Learning of Universal Policies with Diverse Environment Summaries
  27 Sep 2018 0 repositories listed
• Dynamic Pricing on E-commerce Platform with Deep Reinforcement Learning
  27 Sep 2018 0 repositories listed
• Expressiveness in Deep Reinforcement Learning
  27 Sep 2018 0 repositories listed
• Guided Exploration in Deep Reinforcement Learning
  27 Sep 2018 0 repositories listed
• Learning Physics Priors for Deep Reinforcement Learing
  27 Sep 2018 0 repositories listed
• Shrinkage-based Bias-Variance Trade-off for Deep Reinforcement Learning
  27 Sep 2018 0 repositories listed
• The wisdom of the crowd: reliable deep reinforcement learning through ensembles of Q-functions
  27 Sep 2018 0 repositories listed
• Towards More Theoretically-Grounded Particle Optimization Sampling for Deep Learning
  27 Sep 2018 0 repositories listed
• Where Off-Policy Deep Reinforcement Learning Fails
  27 Sep 2018 0 repositories listed
• AlphaSeq: Sequence Discovery with Deep Reinforcement Learning
  26 Sep 2018 0 repositories listed
• Learning Navigation Behaviors End-to-End with AutoRL
  26 Sep 2018 0 repositories listed
• Learning through Probing: a decentralized reinforcement learning architecture for social dilemmas
  26 Sep 2018 0 repositories listed
• Anderson Acceleration for Reinforcement Learning
  25 Sep 2018 0 repositories listed
• SDN Flow Entry Management Using Reinforcement Learning
  24 Sep 2018 0 repositories listed
• Geometric Multi-Model Fitting by Deep Reinforcement Learning
  22 Sep 2018 0 repositories listed
• Sim-to-Real Transfer of Robot Learning with Variable Length Inputs
  20 Sep 2018 0 repositories listed
• In-Edge AI: Intelligentizing Mobile Edge Computing, Caching and Communication by Federated Learning
  19 Sep 2018 0 repositories listed
• Switching Isotropic and Directional Exploration with Parameter Space Noise in Deep Reinforcement Learning
  18 Sep 2018 0 repositories listed
• Curriculum goal masking for continuous deep reinforcement learning
  17 Sep 2018 0 repositories listed
• Object-sensitive Deep Reinforcement Learning
  17 Sep 2018 0 repositories listed
• Adversarial Reinforcement Learning for Observer Design in Autonomous Systems under Cyber Attacks
  15 Sep 2018 0 repositories listed
• Macquarie University at BioASQ 6b: Deep learning and deep reinforcement learning for query-based multi-document summarisation
  14 Sep 2018 0 repositories listed
• Visual Diagnostics for Deep Reinforcement Learning Policy Development
  14 Sep 2018 0 repositories listed
• Image Captioning based on Deep Reinforcement Learning
  13 Sep 2018 0 repositories listed
• Sim-to-Real Transfer Learning using Robustified Controllers in Robotic Tasks involving Complex Dynamics
  13 Sep 2018 0 repositories listed
• A Deep Reinforced Sequence-to-Set Model for Multi-Label Text Classification
  10 Sep 2018 0 repositories listed
• Adaptive Behavior Generation for Autonomous Driving using Deep Reinforcement Learning with Compact Semantic States
  10 Sep 2018 0 repositories listed