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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 39 of 59: papers 3,801 to 3,900 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 Emergent Random Access Protocol for LEO Satellite Networks
  3 Dec 2021 0 repositories listed
• Adversarial Robustness of Deep Reinforcement Learning based Dynamic Recommender Systems
  2 Dec 2021 0 repositories listed
• Architecting and Visualizing Deep Reinforcement Learning Models
  2 Dec 2021 0 repositories listed
• Joint Cluster Head Selection and Trajectory Planning in UAV-Aided IoT Networks by Reinforcement Learning with Sequential Model
  1 Dec 2021 0 repositories listed
• Learning Tree Interpretation from Object Representation for Deep Reinforcement Learning
  1 Dec 2021 0 repositories listed
• Meta Arcade: A Configurable Environment Suite for Meta-Learning
  1 Dec 2021 0 repositories listed
• Energy-Efficient Design for a NOMA assisted STAR-RIS Network with Deep Reinforcement Learning
  30 Nov 2021 0 repositories listed
• Risk-based implementation of COLREGs for autonomous surface vehicles using deep reinforcement learning
  30 Nov 2021 0 repositories listed
• SAVER: Safe Learning-Based Controller for Real-Time Voltage Regulation
  30 Nov 2021 0 repositories listed
• DeepCQ+: Robust and Scalable Routing with Multi-Agent Deep Reinforcement Learning for Highly Dynamic Networks
  29 Nov 2021 0 repositories listed
• How Can Creativity Occur in Multi-Agent Systems?
  29 Nov 2021 0 repositories listed
• Pessimistic Model Selection for Offline Deep Reinforcement Learning
  29 Nov 2021 0 repositories listed
• A Reinforcement Learning Approach for the Continuous Electricity Market of Germany: Trading from the Perspective of a Wind Park Operator
  26 Nov 2021 0 repositories listed
• A Comparative Analysis of Machine Learning Techniques for IoT Intrusion Detection
  25 Nov 2021 0 repositories listed
• Robot Skill Adaptation via Soft Actor-Critic Gaussian Mixture Models
  25 Nov 2021 0 repositories listed
• A Review for Deep Reinforcement Learning in Atari: Benchmarks, Challenges, and Solutions
  24 Nov 2021 0 repositories listed
• GDI: Rethinking What Makes Reinforcement Learning Different from Supervised Learning
  24 Nov 2021 0 repositories listed
• Adaptive Multi-Goal Exploration
  23 Nov 2021 0 repositories listed
• Generating GPU Compiler Heuristics using Reinforcement Learning
  23 Nov 2021 0 repositories listed
• Semantic-Aware Collaborative Deep Reinforcement Learning Over Wireless Cellular Networks
  23 Nov 2021 0 repositories listed
• Multi-agent Bayesian Deep Reinforcement Learning for Microgrid Energy Management under Communication Failures
  22 Nov 2021 0 repositories listed
• Renewable energy integration and microgrid energy trading using multi-agent deep reinforcement learning
  21 Nov 2021 0 repositories listed
• Vulcan: Solving the Steiner Tree Problem with Graph Neural Networks and Deep Reinforcement Learning
  21 Nov 2021 0 repositories listed
• Uncertainty-aware Low-Rank Q-Matrix Estimation for Deep Reinforcement Learning
  19 Nov 2021 0 repositories listed
• A Survey of Zero-shot Generalisation in Deep Reinforcement Learning
  18 Nov 2021 0 repositories listed
• Aggressive Q-Learning with Ensembles: Achieving Both High Sample Efficiency and High Asymptotic Performance
  17 Nov 2021 0 repositories listed
• Deep Reinforcement Learning for Entity Alignment
  16 Nov 2021 0 repositories listed
• GRI: General Reinforced Imitation and its Application to Vision-Based Autonomous Driving
  16 Nov 2021 0 repositories listed
• Deep Reinforcement Learning with Shallow Controllers: An Experimental Application to PID Tuning
  13 Nov 2021 0 repositories listed
• Obstacle Avoidance for UAS in Continuous Action Space Using Deep Reinforcement Learning
  13 Nov 2021 0 repositories listed
• Robust Deep Reinforcement Learning for Extractive Legal Summarization
  13 Nov 2021 0 repositories listed
• AWD3: Dynamic Reduction of the Estimation Bias
  12 Nov 2021 0 repositories listed
• Expert Human-Level Driving in Gran Turismo Sport Using Deep Reinforcement Learning with Image-based Representation
  11 Nov 2021 0 repositories listed
• Look Before You Leap: Safe Model-Based Reinforcement Learning with Human Intervention
  10 Nov 2021 0 repositories listed
• Explainable Deep Reinforcement Learning for Portfolio Management: An Empirical Approach
  7 Nov 2021 0 repositories listed
• FinRL: Deep Reinforcement Learning Framework to Automate Trading in Quantitative Finance
  7 Nov 2021 0 repositories listed
• FinRL-Podracer: High Performance and Scalable Deep Reinforcement Learning for Quantitative Finance
  7 Nov 2021 0 repositories listed
• A Deep Reinforcement Learning Approach for Composing Moving IoT Services
  6 Nov 2021 0 repositories listed
• Development of collective behavior in newborn artificial agents
  6 Nov 2021 0 repositories listed
• Improving RNA Secondary Structure Design using Deep Reinforcement Learning
  5 Nov 2021 0 repositories listed
• Attacking Deep Reinforcement Learning-Based Traffic Signal Control Systems with Colluding Vehicles
  4 Nov 2021 0 repositories listed
• Causal versus Marginal Shapley Values for Robotic Lever Manipulation Controlled using Deep Reinforcement Learning
  4 Nov 2021 0 repositories listed
• Control of a fly-mimicking flyer in complex flow using deep reinforcement learning
  4 Nov 2021 0 repositories listed
• Towards an Understanding of Default Policies in Multitask Policy Optimization
  4 Nov 2021 0 repositories listed
• Autonomous Attack Mitigation for Industrial Control Systems
  3 Nov 2021 0 repositories listed
• Deployment Optimization for Shared e-Mobility Systems with Multi-agent Deep Neural Search
  3 Nov 2021 0 repositories listed
• Multi-Agent Deep Reinforcement Learning For Optimising Energy Efficiency of Fixed-Wing UAV Cellular Access Points
  3 Nov 2021 0 repositories listed
• Online Service Provisioning in NFV-enabled Networks Using Deep Reinforcement Learning
  3 Nov 2021 0 repositories listed
• Weighted Quantum Channel Compiling through Proximal Policy Optimization
  3 Nov 2021 0 repositories listed
• What Robot do I Need? Fast Co-Adaptation of Morphology and Control using Graph Neural Networks
  3 Nov 2021 0 repositories listed
• FedGraph: Federated Graph Learning with Intelligent Sampling
  2 Nov 2021 0 repositories listed
• OnSlicing: Online End-to-End Network Slicing with Reinforcement Learning
  2 Nov 2021 0 repositories listed
• Efficient Dialogue Complementary Policy Learning via Deep Q-network Policy and Episodic Memory Policy
  1 Nov 2021 0 repositories listed
• Machine Learning aided Crop Yield Optimization
  1 Nov 2021 0 repositories listed
• Rewards with Negative Examples for Reinforced Topic-Focused Abstractive Summarization
  1 Nov 2021 0 repositories listed
• Brick-by-Brick: Combinatorial Construction with Deep Reinforcement Learning
  29 Oct 2021 0 repositories listed
• DeF-DReL: Systematic Deployment of Serverless Functions in Fog and Cloud environments using Deep Reinforcement Learning
  29 Oct 2021 0 repositories listed
• A Novel Sample-efficient Deep Reinforcement Learning with Episodic Policy Transfer for PID-Based Control in Cardiac Catheterization Robots
  28 Oct 2021 0 repositories listed
• Cooperative Deep Q-learning Framework for Environments Providing Image Feedback
  28 Oct 2021 0 repositories listed
• D2RLIR : an improved and diversified ranking function in interactive recommendation systems based on deep reinforcement learning
  28 Oct 2021 0 repositories listed
• Deep Reinforcement Learning Aided Packet-Routing For Aeronautical Ad-Hoc Networks Formed by Passenger Planes
  28 Oct 2021 0 repositories listed
• Comparing Heuristics, Constraint Optimization, and Reinforcement Learning for an Industrial 2D Packing Problem
  27 Oct 2021 0 repositories listed
• Learning Diverse Policies in MOBA Games via Macro-Goals
  27 Oct 2021 0 repositories listed
• Learning from demonstrations with SACR2: Soft Actor-Critic with Reward Relabeling
  27 Oct 2021 0 repositories listed
• Accelerating Distributed Deep Reinforcement Learning by In-Network Experience Sampling
  26 Oct 2021 0 repositories listed
• Applications of Multi-Agent Reinforcement Learning in Future Internet: A Comprehensive Survey
  26 Oct 2021 0 repositories listed
• Distributed Multi-Agent Deep Reinforcement Learning Framework for Whole-building HVAC Control
  26 Oct 2021 0 repositories listed
• Neural PPO-Clip Attains Global Optimality: A Hinge Loss Perspective
  26 Oct 2021 0 repositories listed
• A Deep Reinforcement Learning Approach for Audio-based Navigation and Audio Source Localization in Multi-speaker Environments
  25 Oct 2021 0 repositories listed
• A Distributed Deep Reinforcement Learning Technique for Application Placement in Edge and Fog Computing Environments
  24 Oct 2021 0 repositories listed
• Deep Reinforcement Learning for Simultaneous Sensing and Channel Access in Cognitive Networks
  24 Oct 2021 0 repositories listed
• Fully Distributed Actor-Critic Architecture for Multitask Deep Reinforcement Learning
  23 Oct 2021 0 repositories listed
• Anti-Concentrated Confidence Bonuses for Scalable Exploration
  21 Oct 2021 0 repositories listed
• Deep Generative Models in Engineering Design: A Review
  21 Oct 2021 0 repositories listed
• Deep Reinforcement Learning for Online Control of Stochastic Partial Differential Equations
  21 Oct 2021 0 repositories listed
• Locality-Sensitive Experience Replay for Online Recommendation
  21 Oct 2021 0 repositories listed
• Neuro-Symbolic Reinforcement Learning with First-Order Logic
  21 Oct 2021 0 repositories listed
• CIM-PPO:Proximal Policy Optimization with Liu-Correntropy Induced Metric
  20 Oct 2021 0 repositories listed
• Transferring Reinforcement Learning for DC-DC Buck Converter Control via Duty Ratio Mapping: From Simulation to Implementation
  20 Oct 2021 0 repositories listed
• Aesthetic Photo Collage with Deep Reinforcement Learning
  19 Oct 2021 0 repositories listed
• FedParking: A Federated Learning based Parking Space Estimation with Parked Vehicle assisted Edge Computing
  19 Oct 2021 0 repositories listed
• Embracing advanced AI/ML to help investors achieve success: Vanguard Reinforcement Learning for Financial Goal Planning
  18 Oct 2021 0 repositories listed
• Damped Anderson Mixing for Deep Reinforcement Learning: Acceleration, Convergence, and Stabilization
  17 Oct 2021 0 repositories listed
• Case-based Reasoning for Better Generalization in Textual Reinforcement Learning
  16 Oct 2021 0 repositories listed
• Emotion Style Transfer with a Specified Intensity Using Deep Reinforcement Learning
  16 Oct 2021 0 repositories listed
• Lifting the veil on hyper-parameters for value-based deep reinforcement learning
  16 Oct 2021 0 repositories listed
• Local Advantage Actor-Critic for Robust Multi-Agent Deep Reinforcement Learning
  16 Oct 2021 0 repositories listed
• A Broad-persistent Advising Approach for Deep Interactive Reinforcement Learning in Robotic Environments
  15 Oct 2021 0 repositories listed
• Navigation In Urban Environments Amongst Pedestrians Using Multi-Objective Deep Reinforcement Learning
  11 Oct 2021 0 repositories listed
• REIN-2: Giving Birth to Prepared Reinforcement Learning Agents Using Reinforcement Learning Agents
  11 Oct 2021 0 repositories listed
• Scalable Traffic Signal Controls using Fog-Cloud Based Multiagent Reinforcement Learning
  11 Oct 2021 0 repositories listed
• Deep Reinforcement Learning for Optimizing RIS-Assisted HD-FD Wireless Systems
  10 Oct 2021 0 repositories listed
• Hard instance learning for quantum adiabatic prime factorization
  10 Oct 2021 0 repositories listed
• Multi-condition multi-objective optimization using deep reinforcement learning
  10 Oct 2021 0 repositories listed
• Theoretically Principled Deep RL Acceleration via Nearest Neighbor Function Approximation
  9 Oct 2021 0 repositories listed
• CheerBots: Chatbots toward Empathy and Emotionusing Reinforcement Learning
  8 Oct 2021 0 repositories listed
• Explaining Deep Reinforcement Learning Agents In The Atari Domain through a Surrogate Model
  7 Oct 2021 0 repositories listed
• Generalization in Deep RL for TSP Problems via Equivariance and Local Search
  7 Oct 2021 0 repositories listed
• Learning Pessimism for Robust and Efficient Off-Policy Reinforcement Learning
  7 Oct 2021 0 repositories listed
• Robotic Lever Manipulation using Hindsight Experience Replay and Shapley Additive Explanations
  7 Oct 2021 0 repositories listed