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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 34 of 59: papers 3,301 to 3,400 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.

• Deep Reinforcement Learning for Combined Coverage and Resource Allocation in UAV-aided RAN-slicing
  15 Nov 2022 0 repositories listed
• Digital Twin-Assisted Collaborative Transcoding for Better User Satisfaction in Live Streaming
  13 Nov 2022 0 repositories listed
• Multi-Agent Deep Reinforcement Learning for Efficient Passenger Delivery in Urban Air Mobility
  13 Nov 2022 0 repositories listed
• Deep Reinforcement Learning with Vector Quantized Encoding
  12 Nov 2022 0 repositories listed
• Deep Reinforcement Learning Microgrid Optimization Strategy Considering Priority Flexible Demand Side
  11 Nov 2022 0 repositories listed
• A Graph Neural Networks based Framework for Topology-Aware Proactive SLA Management in a Latency Critical NFV Application Use-case
  10 Nov 2022 0 repositories listed
• Job Scheduling in Datacenters using Constraint Controlled RL
  10 Nov 2022 0 repositories listed
• RARE: Renewable Energy Aware Resource Management in Datacenters
  10 Nov 2022 0 repositories listed
• Robust N-1 secure HV Grid Flexibility Estimation for TSO-DSO coordinated Congestion Management with Deep Reinforcement Learning
  10 Nov 2022 0 repositories listed
• Interpretable Deep Reinforcement Learning for Green Security Games with Real-Time Information
  9 Nov 2022 0 repositories listed
• RL-DWA Omnidirectional Motion Planning for Person Following in Domestic Assistance and Monitoring
  9 Nov 2022 0 repositories listed
• Solving Collaborative Dec-POMDPs with Deep Reinforcement Learning Heuristics
  9 Nov 2022 0 repositories listed
• Pretraining in Deep Reinforcement Learning: A Survey
  8 Nov 2022 0 repositories listed
• A Survey on Influence Maximization: From an ML-Based Combinatorial Optimization
  6 Nov 2022 0 repositories listed
• Spatio-temporal Incentives Optimization for Ride-hailing Services with Offline Deep Reinforcement Learning
  6 Nov 2022 0 repositories listed
• Fair and Efficient Distributed Edge Learning with Hybrid Multipath TCP
  3 Nov 2022 0 repositories listed
• Theta-Resonance: A Single-Step Reinforcement Learning Method for Design Space Exploration
  3 Nov 2022 0 repositories listed
• Deep Reinforcement Learning for IRS Phase Shift Design in Spatiotemporally Correlated Environments
  2 Nov 2022 0 repositories listed
• Deep Reinforcement Learning for Power Control in Next-Generation WiFi Network Systems
  2 Nov 2022 0 repositories listed
• Wind Power Forecasting Considering Data Privacy Protection: A Federated Deep Reinforcement Learning Approach
  2 Nov 2022 0 repositories listed
• CPG-RL: Learning Central Pattern Generators for Quadruped Locomotion
  1 Nov 2022 0 repositories listed
• Event Tables for Efficient Experience Replay
  1 Nov 2022 0 repositories listed
• Learning Adaptive Evolutionary Computation for Solving Multi-Objective Optimization Problems
  1 Nov 2022 0 repositories listed
• Teacher-student curriculum learning for reinforcement learning
  31 Oct 2022 0 repositories listed
• Imitating Opponent to Win: Adversarial Policy Imitation Learning in Two-player Competitive Games
  30 Oct 2022 0 repositories listed
• Knowledge-Guided Exploration in Deep Reinforcement Learning
  26 Oct 2022 0 repositories listed
• Network Aware Compute and Memory Allocation in Optically Composable Data Centres with Deep Reinforcement Learning and Graph Neural Networks
  26 Oct 2022 0 repositories listed
• Reachability Verification Based Reliability Assessment for Deep Reinforcement Learning Controlled Robotics and Autonomous Systems
  26 Oct 2022 0 repositories listed
• One-shot, Offline and Production-Scalable PID Optimisation with Deep Reinforcement Learning
  25 Oct 2022 0 repositories listed
• Graph Reinforcement Learning-based CNN Inference Offloading in Dynamic Edge Computing
  24 Oct 2022 0 repositories listed
• OSS Mentor A framework for improving developers contributions via deep reinforcement learning
  24 Oct 2022 0 repositories listed
• Climate Change Policy Exploration using Reinforcement Learning
  23 Oct 2022 0 repositories listed
• LEAGUE: Guided Skill Learning and Abstraction for Long-Horizon Manipulation
  23 Oct 2022 0 repositories listed
• Learning General World Models in a Handful of Reward-Free Deployments
  23 Oct 2022 0 repositories listed
• Cut-and-Approximate: 3D Shape Reconstruction from Planar Cross-sections with Deep Reinforcement Learning
  22 Oct 2022 0 repositories listed
• Probing Transfer in Deep Reinforcement Learning without Task Engineering
  22 Oct 2022 0 repositories listed
• Bridging the Gap Between Target Networks and Functional Regularization
  21 Oct 2022 0 repositories listed
• Deep Reinforcement Learning for Inverse Inorganic Materials Design
  21 Oct 2022 0 repositories listed
• Deep Reinforcement Learning for Stabilization of Large-scale Probabilistic Boolean Networks
  21 Oct 2022 0 repositories listed
• Towards Quantum-Enabled 6G Slicing
  21 Oct 2022 0 repositories listed
• Fine-Grained Session Recommendations in E-commerce using Deep Reinforcement Learning
  20 Oct 2022 0 repositories listed
• Simple Emergent Action Representations from Multi-Task Policy Training
  18 Oct 2022 0 repositories listed
• Entropy Regularized Reinforcement Learning with Cascading Networks
  16 Oct 2022 0 repositories listed
• The Impact of Task Underspecification in Evaluating Deep Reinforcement Learning
  16 Oct 2022 0 repositories listed
• DyFEn: Agent-Based Fee Setting in Payment Channel Networks
  15 Oct 2022 0 repositories listed
• A Scalable Finite Difference Method for Deep Reinforcement Learning
  14 Oct 2022 0 repositories listed
• Adaptive patch foraging in deep reinforcement learning agents
  14 Oct 2022 0 repositories listed
• Monte Carlo Augmented Actor-Critic for Sparse Reward Deep Reinforcement Learning from Suboptimal Demonstrations
  14 Oct 2022 0 repositories listed
• Deep reinforcement learning for automatic run-time adaptation of UWB PHY radio settings
  13 Oct 2022 0 repositories listed
• Observed Adversaries in Deep Reinforcement Learning
  13 Oct 2022 0 repositories listed
• Towards Multi-Agent Reinforcement Learning driven Over-The-Counter Market Simulations
  13 Oct 2022 0 repositories listed
• Transfer Deep Reinforcement Learning-based Large-scale V2G Continuous Charging Coordination with Renewable Energy Sources
  13 Oct 2022 0 repositories listed
• Point Cloud Scene Completion with Joint Color and Semantic Estimation from Single RGB-D Image
  12 Oct 2022 0 repositories listed
• Smooth Trajectory Collision Avoidance through Deep Reinforcement Learning
  12 Oct 2022 0 repositories listed
• Exploring Adaptive MCTS with TD Learning in miniXCOM
  10 Oct 2022 0 repositories listed
• Long N-step Surrogate Stage Reward to Reduce Variances of Deep Reinforcement Learning in Complex Problems
  10 Oct 2022 0 repositories listed
• Reducing Action Space: Reference-Model-Assisted Deep Reinforcement Learning for Inverter-based Volt-Var Control
  10 Oct 2022 0 repositories listed
• Simulating Coverage Path Planning with Roomba
  10 Oct 2022 0 repositories listed
• Algorithmic Trading Using Continuous Action Space Deep Reinforcement Learning
  7 Oct 2022 0 repositories listed
• How to Enable Uncertainty Estimation in Proximal Policy Optimization
  7 Oct 2022 0 repositories listed
• Deep Inventory Management
  6 Oct 2022 0 repositories listed
• Scaling up Stochastic Gradient Descent for Non-convex Optimisation
  6 Oct 2022 0 repositories listed
• On Neural Consolidation for Transfer in Reinforcement Learning
  5 Oct 2022 0 repositories listed
• Using Deep Reinforcement Learning for mmWave Real-Time Scheduling
  4 Oct 2022 0 repositories listed
• Hyperbolic Deep Reinforcement Learning
  4 Oct 2022 0 repositories listed
• Cooperative Multi-Agent Deep Reinforcement Learning for Reliable and Energy-Efficient Mobile Access via Multi-UAV Control
  3 Oct 2022 0 repositories listed
• Deep Learning for Wireless Networked Systems: a joint Estimation-Control-Scheduling Approach
  3 Oct 2022 0 repositories listed
• Interpretable Option Discovery using Deep Q-Learning and Variational Autoencoders
  3 Oct 2022 0 repositories listed
• Learning Minimally-Violating Continuous Control for Infeasible Linear Temporal Logic Specifications
  3 Oct 2022 0 repositories listed
• Boosting Exploration in Actor-Critic Algorithms by Incentivizing Plausible Novel States
  1 Oct 2022 0 repositories listed
• Comparing BERT-based Reward Functions for Deep Reinforcement Learning in Machine Translation
  1 Oct 2022 0 repositories listed
• Ensemble Reinforcement Learning in Continuous Spaces -- A Hierarchical Multi-Step Approach for Policy Training
  29 Sep 2022 0 repositories listed
• Modeling driver's evasive behavior during safety-critical lane changes:Two-dimensional time-to-collision and deep reinforcement learning
  29 Sep 2022 0 repositories listed
• Generalization in Deep Reinforcement Learning for Robotic Navigation by Reward Shaping
  28 Sep 2022 0 repositories listed
• Predictive Crypto-Asset Automated Market Making Architecture for Decentralized Finance using Deep Reinforcement Learning
  28 Sep 2022 0 repositories listed
• Design of experiments for the calibration of history-dependent models via deep reinforcement learning and an enhanced Kalman filter
  27 Sep 2022 0 repositories listed
• Resource Allocation for Mobile Metaverse with the Internet of Vehicles over 6G Wireless Communications: A Deep Reinforcement Learning Approach
  27 Sep 2022 0 repositories listed
• Advanced Skills by Learning Locomotion and Local Navigation End-to-End
  26 Sep 2022 0 repositories listed
• Learning and Deploying Robust Locomotion Policies with Minimal Dynamics Randomization
  26 Sep 2022 0 repositories listed
• Deep Reinforcement Learning for Adaptive Mesh Refinement
  25 Sep 2022 0 repositories listed
• Joint Robust Beamforming Design for WPT-assisted D2D Communications in MISO-NOMA: Fractional Programming and Deep Reinforcement Learning
  25 Sep 2022 0 repositories listed
• Computational Discovery of Energy-Efficient Heat Treatment for Microstructure Design using Deep Reinforcement Learning
  22 Sep 2022 0 repositories listed
• Developing, Evaluating and Scaling Learning Agents in Multi-Agent Environments
  22 Sep 2022 0 repositories listed
• How Good Is Neural Combinatorial Optimization? A Systematic Evaluation on the Traveling Salesman Problem
  22 Sep 2022 0 repositories listed
• Inverted Landing in a Small Aerial Robot via Deep Reinforcement Learning for Triggering and Control of Rotational Maneuvers
  22 Sep 2022 0 repositories listed
• Minimizing Human Assistance: Augmenting a Single Demonstration for Deep Reinforcement Learning
  22 Sep 2022 0 repositories listed
• A Deep Reinforcement Learning-Based Charging Scheduling Approach with Augmented Lagrangian for Electric Vehicle
  20 Sep 2022 0 repositories listed
• Graph Value Iteration
  20 Sep 2022 0 repositories listed
• Macro-Action-Based Multi-Agent/Robot Deep Reinforcement Learning under Partial Observability
  20 Sep 2022 0 repositories listed
• A Transferable and Automatic Tuning of Deep Reinforcement Learning for Cost Effective Phishing Detection
  19 Sep 2022 0 repositories listed
• Dynamic Unicast-Multicast Scheduling for Age-Optimal Information Dissemination in Vehicular Networks
  19 Sep 2022 0 repositories listed
• Rewarding Episodic Visitation Discrepancy for Exploration in Reinforcement Learning
  19 Sep 2022 0 repositories listed
• Evolutionary Deep Reinforcement Learning Using Elite Buffer: A Novel Approach Towards DRL Combined with EA in Continuous Control Tasks
  18 Sep 2022 0 repositories listed
• Multi-level Explanation of Deep Reinforcement Learning-based Scheduling
  18 Sep 2022 0 repositories listed
• Intrinsically Motivated Reinforcement Learning based Recommendation with Counterfactual Data Augmentation
  17 Sep 2022 0 repositories listed
• Deep Reinforcement Learning for Task Offloading in UAV-Aided Smart Farm Networks
  15 Sep 2022 0 repositories listed
• Multi-Objective Policy Gradients with Topological Constraints
  15 Sep 2022 0 repositories listed
• ProAPT: Projection of APT Threats with Deep Reinforcement Learning
  15 Sep 2022 0 repositories listed
• Towards self-attention based visual navigation in the real world
  15 Sep 2022 0 repositories listed
• A Learning-Based Trajectory Planning of Multiple UAVs for AoI Minimization in IoT Networks
  13 Sep 2022 0 repositories listed