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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 40 of 59: papers 3,901 to 4,000 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.

• Adaptive control of a mechatronic system using constrained residual reinforcement learning
  6 Oct 2021 0 repositories listed
• Can an AI agent hit a moving target?
  6 Oct 2021 0 repositories listed
• Heterogeneous Attentions for Solving Pickup and Delivery Problem via Deep Reinforcement Learning
  6 Oct 2021 0 repositories listed
• Improving Generalization of Deep Reinforcement Learning-based TSP Solvers
  6 Oct 2021 0 repositories listed
• On The Transferability of Deep-Q Networks
  6 Oct 2021 0 repositories listed
• Pretraining & Reinforcement Learning: Sharpening the Axe Before Cutting the Tree
  6 Oct 2021 0 repositories listed
• A Deep Reinforcement Learning Framework for Contention-Based Spectrum Sharing
  5 Oct 2021 0 repositories listed
• Hierarchical Primitive Composition: Simultaneous Activation of Skills with Inconsistent Action Dimensions in Multiple Hierarchies
  5 Oct 2021 0 repositories listed
• Decentralized Cooperative Lane Changing at Freeway Weaving Areas Using Multi-Agent Deep Reinforcement Learning
  5 Oct 2021 0 repositories listed
• Deep reinforcement learning for guidewire navigation in coronary artery phantom
  5 Oct 2021 0 repositories listed
• DeepEdge: A Deep Reinforcement Learning based Task Orchestrator for Edge Computing
  5 Oct 2021 0 repositories listed
• NaRLE: Natural Language Models using Reinforcement Learning with Emotion Feedback
  5 Oct 2021 0 repositories listed
• Mining for Potent Inhibitors through Artificial Intelligence and Physics: A Unified Methodology for Ligand Based and Structure Based Drug Design
  5 Oct 2021 0 repositories listed
• Automating Privilege Escalation with Deep Reinforcement Learning
  4 Oct 2021 0 repositories listed
• Behaviour-conditioned policies for cooperative reinforcement learning tasks
  4 Oct 2021 0 repositories listed
• Multi-Agent Path Planning Using Deep Reinforcement Learning
  4 Oct 2021 0 repositories listed
• Reinforcement Learning for Admission Control in Wireless Virtual Network Embedding
  4 Oct 2021 0 repositories listed
• A Novel Automated Curriculum Strategy to Solve Hard Sokoban Planning Instances
  3 Oct 2021 0 repositories listed
• DRL-Clusters: Buffer Management with Clustering based Deep Reinforcement Learning
  3 Oct 2021 0 repositories listed
• A Privacy-preserving Distributed Training Framework for Cooperative Multi-agent Deep Reinforcement Learning
  30 Sep 2021 0 repositories listed
• Bitcoin Transaction Strategy Construction Based on Deep Reinforcement Learning
  30 Sep 2021 0 repositories listed
• Modeling Interactions of Autonomous Vehicles and Pedestrians with Deep Multi-Agent Reinforcement Learning for Collision Avoidance
  30 Sep 2021 0 repositories listed
• Stability Constrained Reinforcement Learning for Real-Time Voltage Control
  30 Sep 2021 0 repositories listed
• Trajectory Planning with Deep Reinforcement Learning in High-Level Action Spaces
  30 Sep 2021 0 repositories listed
• A Risk-Sensitive Policy Gradient Method
  29 Sep 2021 0 repositories listed
• Actor-Critic Policy Optimization in a Large-Scale Imperfect-Information Game
  29 Sep 2021 0 repositories listed
• Adversarial Style Transfer for Robust Policy Optimization in Reinforcement Learning
  29 Sep 2021 0 repositories listed
• An Optics Controlling Environment and Reinforcement Learning Benchmarks
  29 Sep 2021 0 repositories listed
• Assessing Deep Reinforcement Learning Policies via Natural Corruptions at the Edge of Imperceptibility
  29 Sep 2021 0 repositories listed
• CausalDyna: Improving Generalization of Dyna-style Reinforcement Learning via Counterfactual-Based Data Augmentation
  29 Sep 2021 0 repositories listed
• Continuous Deep Q-Learning in Optimal Control Problems: Normalized Advantage Functions Analysis
  29 Sep 2021 0 repositories listed
• Cooperative Task Offloading and Block Mining in Blockchain-based Edge Computing with Multi-agent Deep Reinforcement Learning
  29 Sep 2021 0 repositories listed
• Deep Dynamic Attention Model with Gate Mechanism for Solving Time-dependent Vehicle Routing Problems
  29 Sep 2021 0 repositories listed
• Deep Learning of Intrinsically Motivated Options in the Arcade Learning Environment
  29 Sep 2021 0 repositories listed
• Deep Reinforcement Learning for Equal Risk Option Pricing and Hedging under Dynamic Expectile Risk Measures
  29 Sep 2021 0 repositories listed
• Detecting Worst-case Corruptions via Loss Landscape Curvature in Deep Reinforcement Learning
  29 Sep 2021 0 repositories listed
• Efficient Reinforcement Learning Experimentation in PyTorch
  29 Sep 2021 0 repositories listed
• Experience Replay More When It's a Key Transition in Deep Reinforcement Learning
  29 Sep 2021 0 repositories listed
• Formulation and validation of a car-following model based on deep reinforcement learning
  29 Sep 2021 0 repositories listed
• Generalizing Successor Features to continuous domains for Multi-task Learning
  29 Sep 2021 0 repositories listed
• Improving Safety in Deep Reinforcement Learning using Unsupervised Action Planning
  29 Sep 2021 0 repositories listed
• Information-Bottleneck-Based Behavior Representation Learning for Multi-agent Reinforcement learning
  29 Sep 2021 0 repositories listed
• Interpreting Reinforcement Policies through Local Behaviors
  29 Sep 2021 0 repositories listed
• Learning Controllable Elements Oriented Representations for Reinforcement Learning
  29 Sep 2021 0 repositories listed
• MARNET: Backdoor Attacks against Value-Decomposition Multi-Agent Reinforcement Learning
  29 Sep 2021 0 repositories listed
• Maximizing Ensemble Diversity in Deep Reinforcement Learning
  29 Sep 2021 0 repositories listed
• Mitigation of Adversarial Policy Imitation via Constrained Randomization of Policy (CRoP)
  29 Sep 2021 0 repositories listed
• Multi-batch Reinforcement Learning via Sample Transfer and Imitation Learning
  29 Sep 2021 0 repositories listed
• On the benefits of deep RL in accelerated MRI sampling
  29 Sep 2021 0 repositories listed
• P4O: Efficient Deep Reinforcement Learning with Predictive Processing Proximal Policy Optimization
  29 Sep 2021 0 repositories listed
• Particle Based Stochastic Policy Optimization
  29 Sep 2021 0 repositories listed
• PDQN - A Deep Reinforcement Learning Method for Planning with Long Delays: Optimization of Manufacturing Dispatching
  29 Sep 2021 0 repositories listed
• Programmatic Reinforcement Learning without Oracles
  29 Sep 2021 0 repositories listed
• Reinforcement Learning with Predictive Consistent Representations
  29 Sep 2021 0 repositories listed
• Reward Shifting for Optimistic Exploration and Conservative Exploitation
  29 Sep 2021 0 repositories listed
• Self-Supervised Structured Representations for Deep Reinforcement Learning
  29 Sep 2021 0 repositories listed
• Symmetric Machine Theory of Mind
  29 Sep 2021 0 repositories listed
• Task-driven Discovery of Perceptual Schemas for Generalization in Reinforcement Learning
  29 Sep 2021 0 repositories listed
• That Escalated Quickly: Compounding Complexity by Editing Levels at the Frontier of Agent Capabilities
  29 Sep 2021 0 repositories listed
• The Remarkable Effectiveness of Combining Policy and Value Networks in A*-based Deep RL for AI Planning
  29 Sep 2021 0 repositories listed
• Towards Unknown-aware Deep Q-Learning
  29 Sep 2021 0 repositories listed
• Understanding the Generalization Gap in Visual Reinforcement Learning
  29 Sep 2021 0 repositories listed
• Variance Reduced Domain Randomization for Policy Gradient
  29 Sep 2021 0 repositories listed
• Variational oracle guiding for reinforcement learning
  29 Sep 2021 0 repositories listed
• WaveCorr: Deep Reinforcement Learning with Permutation Invariant Policy Networks for Portfolio Management
  29 Sep 2021 0 repositories listed
• Why Should I Trust You, Bellman? Evaluating the Bellman Objective with Off-Policy Data
  29 Sep 2021 0 repositories listed
• Adaptive Informative Path Planning Using Deep Reinforcement Learning for UAV-based Active Sensing
  28 Sep 2021 0 repositories listed
• An Offline Deep Reinforcement Learning for Maintenance Decision-Making
  28 Sep 2021 0 repositories listed
• Deep Reinforcement Learning Versus Evolution Strategies: A Comparative Survey
  28 Sep 2021 0 repositories listed
• Deep Reinforcement Learning with Adjustments
  28 Sep 2021 0 repositories listed
• Exploring More When It Needs in Deep Reinforcement Learning
  28 Sep 2021 0 repositories listed
• Identifying Reasoning Flaws in Planning-Based RL Using Tree Explanations
  28 Sep 2021 0 repositories listed
• Longitudinal Deep Truck: Deep learning and deep reinforcement learning for modeling and control of longitudinal dynamics of heavy duty trucks
  28 Sep 2021 0 repositories listed
• DRL-based Slice Placement under Realistic Network Load Conditions
  27 Sep 2021 0 repositories listed
• Efficiently Training On-Policy Actor-Critic Networks in Robotic Deep Reinforcement Learning with Demonstration-like Sampled Exploration
  27 Sep 2021 0 repositories listed
• Deep Reinforcement Learning for Wireless Scheduling in Distributed Networked Control
  26 Sep 2021 0 repositories listed
• PM-FSM: Policies Modulating Finite State Machine for Robust Quadrupedal Locomotion
  26 Sep 2021 0 repositories listed
• A Graph Policy Network Approach for Volt-Var Control in Power Distribution Systems
  24 Sep 2021 0 repositories listed
• The f-Divergence Reinforcement Learning Framework
  24 Sep 2021 0 repositories listed
• Combining Contention-Based Spectrum Access and Adaptive Modulation using Deep Reinforcement Learning
  24 Sep 2021 0 repositories listed
• Learnable Triangulation for Deep Learning-based 3D Reconstruction of Objects of Arbitrary Topology from Single RGB Images
  24 Sep 2021 0 repositories listed
• Neuroprospecting with DeepRL agents
  24 Sep 2021 0 repositories listed
• A Multi-Agent Deep Reinforcement Learning Coordination Framework for Connected and Automated Vehicles at Merging Roadways
  23 Sep 2021 0 repositories listed
• ADVERSARIALuscator: An Adversarial-DRL Based Obfuscator and Metamorphic Malware SwarmGenerator
  23 Sep 2021 0 repositories listed
• Deep Reinforcement Learning-Based Long-Range Autonomous Valet Parking for Smart Cities
  23 Sep 2021 0 repositories listed
• Adversarial Training Blocks Generalization in Neural Policies
  22 Sep 2021 0 repositories listed
• Benchmarking Lane-changing Decision-making for Deep Reinforcement Learning
  22 Sep 2021 0 repositories listed
• Benchmarking Augmentation Methods for Learning Robust Navigation Agents: the Winning Entry of the 2021 iGibson Challenge
  22 Sep 2021 0 repositories listed
• MEPG: A Minimalist Ensemble Policy Gradient Framework for Deep Reinforcement Learning
  22 Sep 2021 0 repositories listed
• Optimal Operation of a Hydrogen-based Building Multi-Energy System Based on Deep Reinforcement Learning
  22 Sep 2021 0 repositories listed
• Towards Multi-Agent Reinforcement Learning using Quantum Boltzmann Machines
  22 Sep 2021 0 repositories listed
• A Distance-based Anomaly Detection Framework for Deep Reinforcement Learning
  21 Sep 2021 0 repositories listed
• Carl-Lead: Lidar-based End-to-End Autonomous Driving with Contrastive Deep Reinforcement Learning
  17 Sep 2021 0 repositories listed
• Deep Reinforcement Learning Based Multidimensional Resource Management for Energy Harvesting Cognitive NOMA Communications
  17 Sep 2021 0 repositories listed
• Integrating Deep Reinforcement and Supervised Learning to Expedite Indoor Mapping
  17 Sep 2021 0 repositories listed
• RAPID-RL: A Reconfigurable Architecture with Preemptive-Exits for Efficient Deep-Reinforcement Learning
  16 Sep 2021 0 repositories listed
• Target Languages (vs. Inductive Biases) for Learning to Act and Plan
  15 Sep 2021 0 repositories listed
• Deep hierarchical reinforcement agents for automated penetration testing
  14 Sep 2021 0 repositories listed
• Exploration in Deep Reinforcement Learning: From Single-Agent to Multiagent Domain
  14 Sep 2021 0 repositories listed
• A Practical Adversarial Attack on Contingency Detection of Smart Energy Systems
  13 Sep 2021 0 repositories listed