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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 28 of 59: papers 2,701 to 2,800 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.

• Swap-based Deep Reinforcement Learning for Facility Location Problems in Networks
  25 Dec 2023 0 repositories listed
• VAE for Modified 1-Hot Generative Materials Modeling, A Step Towards Inverse Material Design
  25 Dec 2023 0 repositories listed
• DRL-Based Sidelobe Suppression for Multi-focus Reconfigurable Intelligent Surface
  24 Dec 2023 0 repositories listed
• An investigation of belief-free DRL and MCTS for inspection and maintenance planning
  22 Dec 2023 0 repositories listed
• Multiagent Copilot Approach for Shared Autonomy between Human EEG and TD3 Deep Reinforcement Learning
  22 Dec 2023 0 repositories listed
• Automatic Curriculum Learning with Gradient Reward Signals
  21 Dec 2023 0 repositories listed
• Deep Reinforcement Learning Based Placement for Integrated Access Backhauling in UAV-Assisted Wireless Networks
  21 Dec 2023 0 repositories listed
• Modular Neural Network Policies for Learning In-Flight Object Catching with a Robot Hand-Arm System
  21 Dec 2023 0 repositories listed
• Dynamic Fairness-Aware Spectrum Auction for Enhanced Licensed Shared Access in 6G Networks
  20 Dec 2023 0 repositories listed
• PGN: A perturbation generation network against deep reinforcement learning
  20 Dec 2023 0 repositories listed
• Neural Network Approximation for Pessimistic Offline Reinforcement Learning
  19 Dec 2023 0 repositories listed
• Active search and coverage using point-cloud reinforcement learning
  18 Dec 2023 0 repositories listed
• Rapid Open-World Adaptation by Adaptation Principles Learning
  18 Dec 2023 0 repositories listed
• Deep-Dispatch: A Deep Reinforcement Learning-Based Vehicle Dispatch Algorithm for Advanced Air Mobility
  17 Dec 2023 0 repositories listed
• Fractional Deep Reinforcement Learning for Age-Minimal Mobile Edge Computing
  16 Dec 2023 0 repositories listed
• Model-free Learning of Corridor Clearance: A Near-term Deployment Perspective
  16 Dec 2023 0 repositories listed
• Spatial Deep Learning for Site-Specific Movement Optimization of Aerial Base Stations
  16 Dec 2023 0 repositories listed
• Deep Reinforcement Learning for Joint Cruise Control and Intelligent Data Acquisition in UAVs-Assisted Sensor Networks
  15 Dec 2023 0 repositories listed
• GraphRARE: Reinforcement Learning Enhanced Graph Neural Network with Relative Entropy
  15 Dec 2023 0 repositories listed
• Robustness Verification of Deep Reinforcement Learning Based Control Systems using Reward Martingales
  15 Dec 2023 0 repositories listed
• Improve Robustness of Reinforcement Learning against Observation Perturbations via l_∞ Lipschitz Policy Networks
  14 Dec 2023 0 repositories listed
• An Invitation to Deep Reinforcement Learning
  13 Dec 2023 0 repositories listed
• On Designing Multi-UAV aided Wireless Powered Dynamic Communication via Hierarchical Deep Reinforcement Learning
  13 Dec 2023 0 repositories listed
• Secure Deep Reinforcement Learning for Dynamic Resource Allocation in Wireless MEC Networks
  13 Dec 2023 0 repositories listed
• FOSS: A Self-Learned Doctor for Query Optimizer
  11 Dec 2023 0 repositories listed
• Mobile Edge Computing and AI Enabled Web3 Metaverse over 6G Wireless Communications: A Deep Reinforcement Learning Approach
  11 Dec 2023 0 repositories listed
• Scalable Decentralized Cooperative Platoon using Multi-Agent Deep Reinforcement Learning
  11 Dec 2023 0 repositories listed
• Graph-based Prediction and Planning Policy Network (GP3Net) for scalable self-driving in dynamic environments using Deep Reinforcement Learning
  10 Dec 2023 0 repositories listed
• Self Model for Embodied Intelligence: Modeling Full-Body Human Musculoskeletal System and Locomotion Control with Hierarchical Low-Dimensional Representation
  9 Dec 2023 0 repositories listed
• Canaries and Whistles: Resilient Drone Communication Networks with (or without) Deep Reinforcement Learning
  8 Dec 2023 0 repositories listed
• Development and Assessment of Autonomous Vehicles in Both Fully Automated and Mixed Traffic Conditions
  8 Dec 2023 0 repositories listed
• Learning to sample in Cartesian MRI
  7 Dec 2023 0 repositories listed
• TrustFed: A Reliable Federated Learning Framework with Malicious-Attack Resistance
  6 Dec 2023 0 repositories listed
• Deep Reinforcement Learning for Community Battery Scheduling under Uncertainties of Load, PV Generation, and Energy Prices
  4 Dec 2023 0 repositories listed
• Distributed Reinforcement Learning for Molecular Design: Antioxidant case
  3 Dec 2023 0 repositories listed
• A Survey of Temporal Credit Assignment in Deep Reinforcement Learning
  2 Dec 2023 0 repositories listed
• Adaptive Resource Allocation for Semantic Communication Networks
  2 Dec 2023 0 repositories listed
• Anomaly Detection via Learning-Based Sequential Controlled Sensing
  30 Nov 2023 0 repositories listed
• Data-efficient Deep Reinforcement Learning for Vehicle Trajectory Control
  30 Nov 2023 0 repositories listed
• Deep Reinforcement Learning Based Optimal Energy Management of Multi-energy Microgrids with Uncertainties
  30 Nov 2023 0 repositories listed
• Handling Cost and Constraints with Off-Policy Deep Reinforcement Learning
  30 Nov 2023 0 repositories listed
• Learning for Semantic Knowledge Base-Guided Online Feature Transmission in Dynamic Channels
  30 Nov 2023 0 repositories listed
• URLLC-Awared Resource Allocation for Heterogeneous Vehicular Edge Computing
  30 Nov 2023 0 repositories listed
• Deep Reinforcement Learning Graphs: Feedback Motion Planning via Neural Lyapunov Verification
  29 Nov 2023 0 repositories listed
• LanGWM: Language Grounded World Model
  29 Nov 2023 0 repositories listed
• Enhancing Cyber-Resilience in Integrated Energy System Scheduling with Demand Response Using Deep Reinforcement Learning
  28 Nov 2023 0 repositories listed
• Agent-Aware Training for Agent-Agnostic Action Advising in Deep Reinforcement Learning
  28 Nov 2023 0 repositories listed
• Digital Twin-Enhanced Deep Reinforcement Learning for Resource Management in Networks Slicing
  28 Nov 2023 0 repositories listed
• Edge AI for Internet of Energy: Challenges and Perspectives
  28 Nov 2023 0 repositories listed
• Goal-conditioned Offline Planning from Curious Exploration
  28 Nov 2023 0 repositories listed
• Mission-driven Exploration for Accelerated Deep Reinforcement Learning with Temporal Logic Task Specifications
  28 Nov 2023 0 repositories listed
• Optimization Theory Based Deep Reinforcement Learning for Resource Allocation in Ultra-Reliable Wireless Networked Control Systems
  28 Nov 2023 0 repositories listed
• Temporal Transfer Learning for Traffic Optimization with Coarse-grained Advisory Autonomy
  27 Nov 2023 0 repositories listed
• Program Machine Policy: Addressing Long-Horizon Tasks by Integrating Program Synthesis and State Machines
  27 Nov 2023 0 repositories listed
• Interactive Autonomous Navigation with Internal State Inference and Interactivity Estimation
  27 Nov 2023 0 repositories listed
• Multi-Agent Reinforcement Learning for Power Control in Wireless Networks via Adaptive Graphs
  27 Nov 2023 0 repositories listed
• Agent as Cerebrum, Controller as Cerebellum: Implementing an Embodied LMM-based Agent on Drones
  25 Nov 2023 0 repositories listed
• Efficient Open-world Reinforcement Learning via Knowledge Distillation and Autonomous Rule Discovery
  24 Nov 2023 0 repositories listed
• How to ensure a safe control strategy? Towards a SRL for urban transit autonomous operation
  24 Nov 2023 0 repositories listed
• Towards Explainable Strategy Templates using NLP Transformers
  23 Nov 2023 0 repositories listed
• High-Speed Voltage Control in Active Distribution Systems with Smart Inverter Coordination and Deep Reinforcement Learning
  22 Nov 2023 0 repositories listed
• Neural Approximate Dynamic Programming for the Ultra-fast Order Dispatching Problem
  21 Nov 2023 0 repositories listed
• ADAPTER-RL: Adaptation of Any Agent using Reinforcement Learning
  20 Nov 2023 0 repositories listed
• AIaaS for ORAN-based 6G Networks: Multi-time Scale Slice Resource Management with DRL
  20 Nov 2023 0 repositories listed
• Multi-Timescale Control and Communications with Deep Reinforcement Learning -- Part I: Communication-Aware Vehicle Control
  19 Nov 2023 0 repositories listed
• Multi-Timescale Control and Communications with Deep Reinforcement Learning -- Part II: Control-Aware Radio Resource Allocation
  19 Nov 2023 0 repositories listed
• Robust Network Slicing: Multi-Agent Policies, Adversarial Attacks, and Defensive Strategies
  19 Nov 2023 0 repositories listed
• 6G Fresnel Spot Beamfocusing using Large-Scale Metasurfaces: A Distributed DRL-Based Approach
  18 Nov 2023 0 repositories listed
• Benchmarking Feature Extractors for Reinforcement Learning-Based Semiconductor Defect Localization
  18 Nov 2023 0 repositories listed
• Joint Sensing and Communication Optimization in Target-Mounted STARS-Assisted Vehicular Networks: A MADRL Approach
  17 Nov 2023 0 repositories listed
• Short vs. Long-term Coordination of Drones: When Distributed Optimization Meets Deep Reinforcement Learning
  16 Nov 2023 0 repositories listed
• An MRL-Based Design Solution for RIS-Assisted MU-MIMO Wireless System under Time-Varying Channels
  15 Nov 2023 0 repositories listed
• An introduction to reinforcement learning for neuroscience
  13 Nov 2023 0 repositories listed
• Goal-oriented Estimation of Multiple Markov Sources in Resource-constrained Systems
  13 Nov 2023 0 repositories listed
• TIAGo RL: Simulated Reinforcement Learning Environments with Tactile Data for Mobile Robots
  13 Nov 2023 0 repositories listed
• Towards Transferring Tactile-based Continuous Force Control Policies from Simulation to Robot
  13 Nov 2023 0 repositories listed
• Semantic-aware Sampling and Transmission in Energy Harvesting Systems: A POMDP Approach
  11 Nov 2023 0 repositories listed
• Genetic Algorithm enhanced by Deep Reinforcement Learning in parent selection mechanism and mutation : Minimizing makespan in permutation flow shop scheduling problems
  10 Nov 2023 0 repositories listed
• Adaptive Stochastic Nonlinear Model Predictive Control with Look-ahead Deep Reinforcement Learning for Autonomous Vehicle Motion Control
  7 Nov 2023 0 repositories listed
• Learning-Based Latency-Constrained Fronthaul Compression Optimization in C-RAN
  7 Nov 2023 0 repositories listed
• Mitigating Estimation Errors by Twin TD-Regularized Actor and Critic for Deep Reinforcement Learning
  7 Nov 2023 0 repositories listed
• DRNet: A Decision-Making Method for Autonomous Lane Changingwith Deep Reinforcement Learning
  2 Nov 2023 0 repositories listed
• Intelligent QoS aware slice resource allocation with user association parameterization for beyond 5G ORAN based architecture using DRL
  2 Nov 2023 0 repositories listed
• Active Neural Topological Mapping for Multi-Agent Exploration
  1 Nov 2023 0 repositories listed
• Learning impartial policies for sequential counterfactual explanations using Deep Reinforcement Learning
  1 Nov 2023 0 repositories listed
• Handover Protocol Learning for LEO Satellite Networks: Access Delay and Collision Minimization
  31 Oct 2023 0 repositories listed
• Closed Drafting as a Case Study for First-Principle Interpretability, Memory, and Generalizability in Deep Reinforcement Learning
  31 Oct 2023 0 repositories listed
• Sample-Efficient and Safe Deep Reinforcement Learning via Reset Deep Ensemble Agents
  31 Oct 2023 0 repositories listed
• Asymmetric Diffusion Based Channel-Adaptive Secure Wireless Semantic Communications
  30 Oct 2023 0 repositories listed
• Automaton Distillation: Neuro-Symbolic Transfer Learning for Deep Reinforcement Learning
  29 Oct 2023 0 repositories listed
• Weakly Coupled Deep Q-Networks
  28 Oct 2023 0 repositories listed Syntology 5 ran (of which 2 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 2 where Syntology's instrument failed) · 5 unverified (of 10 harvested samples) · 10 pointer-only (licence)
• Deep Reinforcement Learning for Weapons to Targets Assignment in a Hypersonic strike
  27 Oct 2023 0 repositories listed
• Adaptive Resource Management for Edge Network Slicing using Incremental Multi-Agent Deep Reinforcement Learning
  26 Oct 2023 0 repositories listed
• FedPEAT: Convergence of Federated Learning, Parameter-Efficient Fine Tuning, and Emulator Assisted Tuning for Artificial Intelligence Foundation Models with Mobile Edge Computing
  26 Oct 2023 0 repositories listed
• Grow Your Limits: Continuous Improvement with Real-World RL for Robotic Locomotion
  26 Oct 2023 0 repositories listed
• Orchestration of Emulator Assisted Mobile Edge Tuning for AI Foundation Models: A Multi-Agent Deep Reinforcement Learning Approach
  26 Oct 2023 0 repositories listed
• Imperfect Digital Twin Assisted Low Cost Reinforcement Training for Multi-UAV Networks
  25 Oct 2023 0 repositories listed
• Fractal Landscapes in Policy Optimization
  24 Oct 2023 0 repositories listed
• On the Convergence and Sample Complexity Analysis of Deep Q-Networks with ε-Greedy Exploration
  24 Oct 2023 0 repositories listed
• Solving the flexible job-shop scheduling problem through an enhanced deep reinforcement learning approach
  24 Oct 2023 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.