Browse State-of-the-Art › Deep Reinforcement Learning › Papers, page 18

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 18 of 59: papers 1,701 to 1,800 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.

• DARLA: Improving Zero-Shot Transfer in Reinforcement Learning
  26 Jul 2017 1 repository listed
• Lenient Multi-Agent Deep Reinforcement Learning
  14 Jul 2017 1 repository listed
• Imitation from Observation: Learning to Imitate Behaviors from Raw Video via Context Translation
  11 Jul 2017 1 repository listed
• Learning human behaviors from motion capture by adversarial imitation
  7 Jul 2017 1 repository listed
• Maintaining cooperation in complex social dilemmas using deep reinforcement learning
  4 Jul 2017 1 repository listed
• Action-Decision Networks for Visual Tracking With Deep Reinforcement Learning
  1 Jul 2017 1 repository listed
• Dex: Incremental Learning for Complex Environments in Deep Reinforcement Learning
  19 Jun 2017 1 repository listed
• Zero-Shot Task Generalization with Multi-Task Deep Reinforcement Learning
  15 Jun 2017 1 repository listed
• On Improving Deep Reinforcement Learning for POMDPs
  26 Apr 2017 1 repository listed
• Modular Multi-Objective Deep Reinforcement Learning with Decision Values
  21 Apr 2017 1 repository listed
• Beating Atari with Natural Language Guided Reinforcement Learning
  18 Apr 2017 1 repository listed
• Deep Reinforcement Learning framework for Autonomous Driving
  8 Apr 2017 1 repository listed
• Sentence Simplification with Deep Reinforcement Learning
  31 Mar 2017 1 repository listed
• EX2: Exploration with Exemplar Models for Deep Reinforcement Learning
  3 Mar 2017 1 repository listed
• Neural Map: Structured Memory for Deep Reinforcement Learning
  27 Feb 2017 1 repository listed
• Beating the World's Best at Super Smash Bros. with Deep Reinforcement Learning
  21 Feb 2017 1 repository listed
• Real-time visual tracking by deep reinforced decision making
  21 Feb 2017 1 repository listed
• Collaborative Deep Reinforcement Learning
  19 Feb 2017 1 repository listed
• Vulnerability of Deep Reinforcement Learning to Policy Induction Attacks
  16 Jan 2017 1 repository listed
• Reinforcement Learning via Recurrent Convolutional Neural Networks
  9 Jan 2017 1 repository listed
• A Survey of Deep Network Solutions for Learning Control in Robotics: From Reinforcement to Imitation
  21 Dec 2016 1 repository listed
• Bayesian Optimization with Robust Bayesian Neural Networks
  1 Dec 2016 1 repository listed
• Playing Doom with SLAM-Augmented Deep Reinforcement Learning
  1 Dec 2016 1 repository listed
• Deep Reinforcement Learning for Multi-Domain Dialogue Systems
  26 Nov 2016 1 repository listed
• Training an Interactive Humanoid Robot Using Multimodal Deep Reinforcement Learning
  26 Nov 2016 1 repository listed
• CAD2RL: Real Single-Image Flight without a Single Real Image
  13 Nov 2016 1 repository listed
• Hierarchical Object Detection with Deep Reinforcement Learning
  11 Nov 2016 1 repository listed
• Learning to Play in a Day: Faster Deep Reinforcement Learning by Optimality Tightening
  5 Nov 2016 1 repository listed
• Deep Reinforcement Learning for Mention-Ranking Coreference Models
  27 Sep 2016 1 repository listed Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Opponent Modeling in Deep Reinforcement Learning
  18 Sep 2016 1 repository listed
• Playing Atari Games with Deep Reinforcement Learning and Human Checkpoint Replay
  18 Jul 2016 1 repository listed
• Actor-critic versus direct policy search: a comparison based on sample complexity
  29 Jun 2016 1 repository listed
• Deep Reinforcement Learning with a Combinatorial Action Space for Predicting Popular Reddit Threads
  12 Jun 2016 1 repository listed
• Deep Successor Reinforcement Learning
  8 Jun 2016 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• Towards End-to-End Learning for Dialog State Tracking and Management using Deep Reinforcement Learning
  8 Jun 2016 1 repository listed
• Deep Reinforcement Learning Radio Control and Signal Detection with KeRLym, a Gym RL Agent
  30 May 2016 1 repository listed
• SimpleDS: A Simple Deep Reinforcement Learning Dialogue System
  18 Jan 2016 1 repository listed
• Strategic Dialogue Management via Deep Reinforcement Learning
  25 Nov 2015 1 repository listed
• Policy Distillation
  19 Nov 2015 1 repository listed
• LiLM-RDB-SFC: Lightweight Language Model with Relational Database-Guided DRL for Optimized SFC Provisioning
  15 Jul 2025 0 repositories listed
• Sensing Accuracy Optimization for Multi-UAV SAR Interferometry with Data Offloading
  15 Jul 2025 0 repositories listed
• Turning Sand to Gold: Recycling Data to Bridge On-Policy and Off-Policy Learning via Causal Bound
  15 Jul 2025 0 repositories listed
• Meta-Reinforcement Learning for Fast and Data-Efficient Spectrum Allocation in Dynamic Wireless Networks
  13 Jul 2025 0 repositories listed
• Hierarchical Task Offloading for UAV-Assisted Vehicular Edge Computing via Deep Reinforcement Learning
  8 Jul 2025 0 repositories listed
• Beyond Training-time Poisoning: Component-level and Post-training Backdoors in Deep Reinforcement Learning
  7 Jul 2025 0 repositories listed
• Explainable AI for Radar Resource Management: Modified LIME in Deep Reinforcement Learning
  26 Jun 2025 0 repositories listed
• rQdia: Regularizing Q-Value Distributions With Image Augmentation
  26 Jun 2025 0 repositories listed
• GymPN: A Library for Decision-Making in Process Management Systems
  25 Jun 2025 0 repositories listed
• Learning-Based Resource Management in Integrated Sensing and Communication Systems
  25 Jun 2025 0 repositories listed
• Multi-Objective Reinforcement Learning for Cognitive Radar Resource Management
  25 Jun 2025 0 repositories listed
• Efficient Beam Selection for ISAC in Cell-Free Massive MIMO via Digital Twin-Assisted Deep Reinforcement Learning
  23 Jun 2025 0 repositories listed
• Optimal Design of Experiment for Electrochemical Parameter Identification of Li-ion Battery via Deep Reinforcement Learning
  23 Jun 2025 0 repositories listed
• Adaptive Social Metaverse Streaming based on Federated Multi-Agent Deep Reinforcement Learning
  19 Jun 2025 0 repositories listed
• BIDA: A Bi-level Interaction Decision-making Algorithm for Autonomous Vehicles in Dynamic Traffic Scenarios
  19 Jun 2025 0 repositories listed
• A Novel ViDAR Device With Visual Inertial Encoder Odometry and Reinforcement Learning-Based Active SLAM Method
  16 Jun 2025 0 repositories listed
• Joint Spectrum Sensing and Resource Allocation for OFDMA-based Underwater Acoustic Communications
  16 Jun 2025 0 repositories listed
• The Courage to Stop: Overcoming Sunk Cost Fallacy in Deep Reinforcement Learning
  16 Jun 2025 0 repositories listed Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• Federated Neuroevolution O-RAN: Enhancing the Robustness of Deep Reinforcement Learning xApps
  15 Jun 2025 0 repositories listed
• Automated Treatment Planning for Interstitial HDR Brachytherapy for Locally Advanced Cervical Cancer using Deep Reinforcement Learning
  13 Jun 2025 0 repositories listed
• Joint Beamforming with Extremely Large Scale RIS: A Sequential Multi-Agent A2C Approach
  12 Jun 2025 0 repositories listed
• TooBadRL: Trigger Optimization to Boost Effectiveness of Backdoor Attacks on Deep Reinforcement Learning
  11 Jun 2025 0 repositories listed
• Patient-Specific Deep Reinforcement Learning for Automatic Replanning in Head-and-Neck Cancer Proton Therapy
  11 Jun 2025 0 repositories listed
• Foundation Model-Aided Deep Reinforcement Learning for RIS-Assisted Wireless Communication
  11 Jun 2025 0 repositories listed
• MOORL: A Framework for Integrating Offline-Online Reinforcement Learning
  11 Jun 2025 0 repositories listed
• Synergizing Reinforcement Learning and Genetic Algorithms for Neural Combinatorial Optimization
  11 Jun 2025 0 repositories listed
• Modular Recurrence in Contextual MDPs for Universal Morphology Control
  10 Jun 2025 0 repositories listed
• Preference-Driven Multi-Objective Combinatorial Optimization with Conditional Computation
  10 Jun 2025 0 repositories listed
• Safe and Economical UAV Trajectory Planning in Low-Altitude Airspace: A Hybrid DRL-LLM Approach with Compliance Awareness
  10 Jun 2025 0 repositories listed
• Towards Robust Deep Reinforcement Learning against Environmental State Perturbation
  10 Jun 2025 0 repositories listed
• Interpreting Agent Behaviors in Reinforcement-Learning-Based Cyber-Battle Simulation Platforms
  9 Jun 2025 0 repositories listed
• An Intelligent Fault Self-Healing Mechanism for Cloud AI Systems via Integration of Large Language Models and Deep Reinforcement Learning
  9 Jun 2025 0 repositories listed
• Deep reinforcement learning for near-deterministic preparation of cubic- and quartic-phase gates in photonic quantum computing
  9 Jun 2025 0 repositories listed
• Deep reinforcement learning-based joint real-time energy scheduling for green buildings with heterogeneous battery energy storage devices
  7 Jun 2025 0 repositories listed
• Energy-efficient Deep Reinforcement Learning-based Network Function Disaggregation in Hybrid Non-terrestrial Open Radio Access Networks
  7 Jun 2025 0 repositories listed
• Improving choice model specification using reinforcement learning
  6 Jun 2025 0 repositories listed
• The Economic Dispatch of Power-to-Gas Systems with Deep Reinforcement Learning:Tackling the Challenge of Delayed Rewards with Long-Term Energy Storage
  6 Jun 2025 0 repositories listed
• Can Artificial Intelligence Trade the Stock Market?
  5 Jun 2025 0 repositories listed
• An Efficient Task-Oriented Dialogue Policy: Evolutionary Reinforcement Learning Injected by Elite Individuals
  4 Jun 2025 0 repositories listed
• Autonomous Vehicle Lateral Control Using Deep Reinforcement Learning with MPC-PID Demonstration
  4 Jun 2025 0 repositories listed
• Beamforming and Resource Allocation for Delay Optimization in RIS-Assisted OFDM Systems
  4 Jun 2025 0 repositories listed
• A Novel Deep Reinforcement Learning Method for Computation Offloading in Multi-User Mobile Edge Computing with Decentralization
  3 Jun 2025 0 repositories listed
• EDEN: Entorhinal Driven Egocentric Navigation Toward Robotic Deployment
  3 Jun 2025 0 repositories listed
• Maximizing the Promptness of Metaverse Systems using Edge Computing by Deep Reinforcement Learning
  3 Jun 2025 0 repositories listed
• Solving the Pod Repositioning Problem with Deep Reinforced Adaptive Large Neighborhood Search
  3 Jun 2025 0 repositories listed
• Interpretable reinforcement learning for heat pump control through asymmetric differentiable decision trees
  2 Jun 2025 0 repositories listed
• BASIL: Best-Action Symbolic Interpretable Learning for Evolving Compact RL Policies
  31 May 2025 0 repositories listed
• Reinforcement Learning for Hanabi
  31 May 2025 0 repositories listed
• AXIOM: Learning to Play Games in Minutes with Expanding Object-Centric Models
  30 May 2025 0 repositories listed
• Human sensory-musculoskeletal modeling and control of whole-body movements
  29 May 2025 0 repositories listed
• Measure gradients, not activations! Enhancing neuronal activity in deep reinforcement learning
  29 May 2025 0 repositories listed
• Attention-Enhanced Prompt Decision Transformers for UAV-Assisted Communications with AoI
  28 May 2025 0 repositories listed
• A Framework for Adversarial Analysis of Decision Support Systems Prior to Deployment
  27 May 2025 0 repositories listed
• Learning optimal treatment strategies for intraoperative hypotension using deep reinforcement learning
  27 May 2025 0 repositories listed
• Algorithmic Control Improves Residential Building Energy and EV Management when PV Capacity is High but Battery Capacity is Low
  26 May 2025 0 repositories listed
• Reduce Computational Cost In Deep Reinforcement Learning Via Randomized Policy Learning
  25 May 2025 0 repositories listed
• A modular framework for automated evaluation of procedural content generation in serious games with deep reinforcement learning agents
  22 May 2025 0 repositories listed
• Backdoors in DRL: Four Environments Focusing on In-distribution Triggers
  22 May 2025 0 repositories listed
• Find the Fruit: Designing a Zero-Shot Sim2Real Deep RL Planner for Occlusion Aware Plant Manipulation
  22 May 2025 0 repositories listed
• Energy-Efficient Deep Reinforcement Learning with Spiking Transformers
  20 May 2025 0 repositories listed
• Imitation Learning via Focused Satisficing
  20 May 2025 0 repositories listed

Syntology lines on 3 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.