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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 47 of 59: papers 4,601 to 4,700 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.

• A Tutorial on Ultra-Reliable and Low-Latency Communications in 6G: Integrating Domain Knowledge into Deep Learning
  13 Sep 2020 0 repositories listed
• Embodied Visual Navigation with Automatic Curriculum Learning in Real Environments
  11 Sep 2020 0 repositories listed
• RLCFR: Minimize Counterfactual Regret by Deep Reinforcement Learning
  10 Sep 2020 0 repositories listed
• Deep Reinforcement Learning for Option Replication and Hedging
  9 Sep 2020 0 repositories listed
• Active Learning of Causal Structures with Deep Reinforcement Learning
  7 Sep 2020 0 repositories listed
• Data-Driven Transferred Energy Management Strategy for Hybrid Electric Vehicles via Deep Reinforcement Learning
  7 Sep 2020 0 repositories listed
• Detecting and adapting to crisis pattern with context based Deep Reinforcement Learning
  7 Sep 2020 0 repositories listed
• Driving Tasks Transfer in Deep Reinforcement Learning for Decision-making of Autonomous Vehicles
  7 Sep 2020 0 repositories listed
• Learning to Infer User Hidden States for Online Sequential Advertising
  3 Sep 2020 0 repositories listed
• Solving the single-track train scheduling problem via Deep Reinforcement Learning
  1 Sep 2020 0 repositories listed
• Data-driven Outer-Loop Control Using Deep Reinforcement Learning for Trajectory Tracking
  31 Aug 2020 0 repositories listed
• Deep Reinforcement Learning for Contact-Rich Skills Using Compliant Movement Primitives
  30 Aug 2020 0 repositories listed
• Predicting Game Difficulty and Churn Without Players
  29 Aug 2020 0 repositories listed
• Controlling Level of Unconsciousness by Titrating Propofol with Deep Reinforcement Learning
  27 Aug 2020 0 repositories listed
• Assessment of Reward Functions for Reinforcement Learning Traffic Signal Control under Real-World Limitations
  26 Aug 2020 0 repositories listed
• Decision-making for Autonomous Vehicles on Highway: Deep Reinforcement Learning with Continuous Action Horizon
  26 Aug 2020 0 repositories listed
• Selective Particle Attention: Visual Feature-Based Attention in Deep Reinforcement Learning
  26 Aug 2020 0 repositories listed
• Auxiliary-task Based Deep Reinforcement Learning for Participant Selection Problem in Mobile Crowdsourcing
  25 Aug 2020 0 repositories listed
• t-Soft Update of Target Network for Deep Reinforcement Learning
  25 Aug 2020 0 repositories listed
• Dynamic Dispatching for Large-Scale Heterogeneous Fleet via Multi-agent Deep Reinforcement Learning
  24 Aug 2020 0 repositories listed
• Efficient Online Learning for Cognitive Radar-Cellular Coexistence via Contextual Thompson Sampling
  24 Aug 2020 0 repositories listed
• Variable Compliance Control for Robotic Peg-in-Hole Assembly: A Deep Reinforcement Learning Approach
  24 Aug 2020 0 repositories listed
• Adaptive and Multiple Time-scale Eligibility Traces for Online Deep Reinforcement Learning
  23 Aug 2020 0 repositories listed
• DSP: A Differential Spatial Prediction Scheme for Comprehensive real industrial datasets
  23 Aug 2020 0 repositories listed
• Mobile Networks for Computer Go
  23 Aug 2020 0 repositories listed
• Adversarial Imitation Learning via Random Search
  21 Aug 2020 0 repositories listed
• Biomechanic Posture Stabilisation via Iterative Training of Multi-policy Deep Reinforcement Learning Agents
  21 Aug 2020 0 repositories listed
• Static Neural Compiler Optimization via Deep Reinforcement Learning
  20 Aug 2020 0 repositories listed
• Channel-wise Hessian Aware trace-Weighted Quantization of Neural Networks
  19 Aug 2020 0 repositories listed
• Toward Smart Security Enhancement of Federated Learning Networks
  19 Aug 2020 0 repositories listed
• A Relation Analysis of Markov Decision Process Frameworks
  18 Aug 2020 0 repositories listed
• Adaptive trading strategies across liquidity pools
  18 Aug 2020 0 repositories listed
• Analysis of Social Robotic Navigation approaches: CNN Encoder and Incremental Learning as an alternative to Deep Reinforcement Learning
  18 Aug 2020 0 repositories listed
• Super-Human Performance in Gran Turismo Sport Using Deep Reinforcement Learning
  18 Aug 2020 0 repositories listed
• Ubiquitous Distributed Deep Reinforcement Learning at the Edge: Analyzing Byzantine Agents in Discrete Action Spaces
  18 Aug 2020 0 repositories listed
• DeepSlicing: Deep Reinforcement Learning Assisted Resource Allocation for Network Slicing
  17 Aug 2020 0 repositories listed
• Model-Reference Reinforcement Learning for Collision-Free Tracking Control of Autonomous Surface Vehicles
  17 Aug 2020 0 repositories listed
• An adaptive synchronization approach for weights of deep reinforcement learning
  16 Aug 2020 0 repositories listed
• DRL-Based QoS-Aware Resource Allocation Scheme for Coexistence of Licensed and Unlicensed Users in LTE and Beyond
  16 Aug 2020 0 repositories listed
• Autonomous Braking and Throttle System: A Deep Reinforcement Learning Approach for Naturalistic Driving
  15 Aug 2020 0 repositories listed
• Explainability in Deep Reinforcement Learning
  15 Aug 2020 0 repositories listed
• Decision-making at Unsignalized Intersection for Autonomous Vehicles: Left-turn Maneuver with Deep Reinforcement Learning
  14 Aug 2020 0 repositories listed
• Adversary Agnostic Robust Deep Reinforcement Learning
  14 Aug 2020 0 repositories listed
• Multi-Agent Deep Reinforcement Learning enabled Computation Resource Allocation in a Vehicular Cloud Network
  14 Aug 2020 0 repositories listed
• Visuomotor Mechanical Search: Learning to Retrieve Target Objects in Clutter
  13 Aug 2020 0 repositories listed
• An ocular biomechanics environment for reinforcement learning
  12 Aug 2020 0 repositories listed
• A Review of Deep Reinforcement Learning for Smart Building Energy Management
  12 Aug 2020 0 repositories listed
• Overcoming Model Bias for Robust Offline Deep Reinforcement Learning
  12 Aug 2020 0 repositories listed
• An Intelligent Control Strategy for buck DC-DC Converter via Deep Reinforcement Learning
  11 Aug 2020 0 repositories listed
• Deep Model-Based Reinforcement Learning for High-Dimensional Problems, a Survey
  11 Aug 2020 0 repositories listed
• Bilevel Learning Model Towards Industrial Scheduling
  10 Aug 2020 0 repositories listed
• Deep Reinforcement Learning with Label Embedding Reward for Supervised Image Hashing
  10 Aug 2020 0 repositories listed
• GRIMGEP: Learning Progress for Robust Goal Sampling in Visual Deep Reinforcement Learning
  10 Aug 2020 0 repositories listed
• One for Many: Transfer Learning for Building HVAC Control
  9 Aug 2020 0 repositories listed
• Distributed Deep Reinforcement Learning for Functional Split Control in Energy Harvesting Virtualized Small Cells
  7 Aug 2020 0 repositories listed
• Adaptive Coordination Offsets for Signalized Arterial Intersections using Deep Reinforcement Learning
  6 Aug 2020 0 repositories listed
• Deep reinforcement learning to detect brain lesions on MRI: a proof-of-concept application of reinforcement learning to medical images
  6 Aug 2020 0 repositories listed
• Deep Reinforcement Learning for Field Development Optimization
  5 Aug 2020 0 repositories listed
• Follow the Object: Curriculum Learning for Manipulation Tasks with Imagined Goals
  5 Aug 2020 0 repositories listed
• Learning Power Control from a Fixed Batch of Data
  5 Aug 2020 0 repositories listed
• A Comparative Analysis of Deep Reinforcement Learning-enabled Freeway Decision-making for Automated Vehicles
  4 Aug 2020 0 repositories listed
• A Relearning Approach to Reinforcement Learning for Control of Smart Buildings
  4 Aug 2020 0 repositories listed
• Explanation of Reinforcement Learning Model in Dynamic Multi-Agent System
  4 Aug 2020 0 repositories listed
• Multiple Code Hashing for Efficient Image Retrieval
  4 Aug 2020 0 repositories listed
• Cooperative Control of Mobile Robots with Stackelberg Learning
  3 Aug 2020 0 repositories listed
• Dynamics Generalization via Information Bottleneck in Deep Reinforcement Learning
  3 Aug 2020 0 repositories listed
• Tracking the Race Between Deep Reinforcement Learning and Imitation Learning -- Extended Version
  3 Aug 2020 0 repositories listed
• Deep Reinforcement Learning Based Mobile Edge Computing for Intelligent Internet of Things
  1 Aug 2020 0 repositories listed
• Online Task Scheduling for Fog Computing with Multi-Resource Fairness
  1 Aug 2020 0 repositories listed
• Service Chain Composition with Failures in NFV Systems: A Game-Theoretic Perspective
  1 Aug 2020 0 repositories listed
• Spatial Geometric Reasoning for Room Layout Estimation via Deep Reinforcement Learning
  1 Aug 2020 0 repositories listed
• V2I Connectivity-Based Dynamic Queue-Jump Lane for Emergency Vehicles: A Deep Reinforcement Learning Approach
  1 Aug 2020 0 repositories listed
• Deep Reinforcement Learning using Cyclical Learning Rates
  31 Jul 2020 0 repositories listed
• Classic Meets Modern: a Pragmatic Learning-Based Congestion Control for the Internet
  30 Jul 2020 0 repositories listed
• Adversarial Robustness for Machine Learning Cyber Defenses Using Log Data
  29 Jul 2020 0 repositories listed
• Deep Hedging of Long-Term Financial Derivatives
  29 Jul 2020 0 repositories listed
• Quantity vs. Quality: On Hyperparameter Optimization for Deep Reinforcement Learning
  29 Jul 2020 0 repositories listed
• Cooperative Internet of UAVs: Distributed Trajectory Design by Multi-agent Deep Reinforcement Learning
  28 Jul 2020 0 repositories listed
• Deep Reinforcement Learning for Dynamic Spectrum Sensing and Aggregation in Multi-Channel Wireless Networks
  28 Jul 2020 0 repositories listed
• FlexPool: A Distributed Model-Free Deep Reinforcement Learning Algorithm for Joint Passengers & Goods Transportation
  27 Jul 2020 0 repositories listed
• Artificial Intelligence in the Creative Industries: A Review
  24 Jul 2020 0 repositories listed
• Buffer Pool Aware Query Scheduling via Deep Reinforcement Learning
  21 Jul 2020 0 repositories listed
• Trade-off on Sim2Real Learning: Real-world Learning Faster than Simulations
  21 Jul 2020 0 repositories listed
• Hierarchical Deep Reinforcement Learning Approach for Multi-Objective Scheduling With Varying Queue Sizes
  17 Jul 2020 0 repositories listed
• Decision-making Strategy on Highway for Autonomous Vehicles using Deep Reinforcement Learning
  16 Jul 2020 0 repositories listed
• Distributed Reinforcement Learning of Targeted Grasping with Active Vision for Mobile Manipulators
  16 Jul 2020 0 repositories listed
• DRIFT: Deep Reinforcement Learning for Functional Software Testing
  16 Jul 2020 0 repositories listed
• Dueling Deep Q Network for Highway Decision Making in Autonomous Vehicles: A Case Study
  16 Jul 2020 0 repositories listed
• Enhanced detection of fetal pose in 3D MRI by Deep Reinforcement Learning with physical structure priors on anatomy
  16 Jul 2020 0 repositories listed
• Human-like Energy Management Based on Deep Reinforcement Learning and Historical Driving Experiences
  16 Jul 2020 0 repositories listed
• Meta-Gradient Reinforcement Learning with an Objective Discovered Online
  16 Jul 2020 0 repositories listed
• Mixture of Step Returns in Bootstrapped DQN
  16 Jul 2020 0 repositories listed
• Transfer Deep Reinforcement Learning-enabled Energy Management Strategy for Hybrid Tracked Vehicle
  16 Jul 2020 0 repositories listed
• Information Freshness-Aware Task Offloading in Air-Ground Integrated Edge Computing Systems
  15 Jul 2020 0 repositories listed
• Qgraph-bounded Q-learning: Stabilizing Model-Free Off-Policy Deep Reinforcement Learning
  15 Jul 2020 0 repositories listed
• Robustifying Reinforcement Learning Agents via Action Space Adversarial Training
  14 Jul 2020 0 repositories listed
• AirCapRL: Autonomous Aerial Human Motion Capture using Deep Reinforcement Learning
  13 Jul 2020 0 repositories listed
• Adversarial jamming attacks and defense strategies via adaptive deep reinforcement learning
  12 Jul 2020 0 repositories listed
• Simulating multi-exit evacuation using deep reinforcement learning
  11 Jul 2020 0 repositories listed
• A Survey on Autonomous Vehicle Control in the Era of Mixed-Autonomy: From Physics-Based to AI-Guided Driving Policy Learning
  10 Jul 2020 0 repositories listed