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Reinforcement Learning (RL)

Papers archive 2025-07-28

archive papers tagged: 15,113 · with a code link: 4,749 · where Syntology ran a sample: 1,416 (1,186 with a run with no instrument failure, 230 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (1,416 of 15,113 tagged: 1,186 with a run with no instrument failure, 230 where every run was a failure of Syntology's instrument)

Page 139 of 152: papers 13,801 to 13,900 of 15,113, 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 to Activate Relay Nodes: Deep Reinforcement Learning Approach
  24 Nov 2018 0 repositories listed
• Model-Based Reinforcement Learning for Sepsis Treatment
  23 Nov 2018 0 repositories listed
• High-Level Strategy Selection under Partial Observability in StarCraft: Brood War
  21 Nov 2018 0 repositories listed
• Integrating Reinforcement Learning to Self Training for Pulmonary Nodule Segmentation in Chest X-rays
  21 Nov 2018 0 repositories listed
• Integrating Task-Motion Planning with Reinforcement Learning for Robust Decision Making in Mobile Robots
  21 Nov 2018 0 repositories listed
• Neural Machine Translation with Adequacy-Oriented Learning
  21 Nov 2018 0 repositories listed
• Energy Efficiency in Reinforcement Learning for Wireless Sensor Networks
  19 Nov 2018 0 repositories listed
• Measurement-based adaptation protocol with quantum reinforcement learning in a Rigetti quantum computer
  19 Nov 2018 0 repositories listed
• Reinforcement Learning and Inverse Reinforcement Learning with System 1 and System 2
  19 Nov 2018 0 repositories listed
• Simulated Autonomous Driving in a Realistic Driving Environment using Deep Reinforcement Learning and a Deterministic Finite State Machine
  19 Nov 2018 0 repositories listed
• Policy Optimization with Model-based Explorations
  18 Nov 2018 0 repositories listed
• Self-Organizing Maps for Storage and Transfer of Knowledge in Reinforcement Learning
  18 Nov 2018 0 repositories listed
• Autonomous Extraction of a Hierarchical Structure of Tasks in Reinforcement Learning, A Sequential Associate Rule Mining Approach
  17 Nov 2018 0 repositories listed
• Emergence of linguistic conventions in multi-agent reinforcement learning
  17 Nov 2018 0 repositories listed
• Parameter Sharing Reinforcement Learning Architecture for Multi Agent Driving Behaviors
  17 Nov 2018 0 repositories listed
• Recursive Sparse Pseudo-input Gaussian Process SARSA
  17 Nov 2018 0 repositories listed
• Concept Learning through Deep Reinforcement Learning with Memory-Augmented Neural Networks
  15 Nov 2018 0 repositories listed
• Intervention Aided Reinforcement Learning for Safe and Practical Policy Optimization in Navigation
  15 Nov 2018 0 repositories listed
• Orthogonal Policy Gradient and Autonomous Driving Application
  15 Nov 2018 0 repositories listed
• The Utility of Sparse Representations for Control in Reinforcement Learning
  15 Nov 2018 0 repositories listed
• Tight Bayesian Ambiguity Sets for Robust MDPs
  15 Nov 2018 0 repositories listed
• Bayesian Reinforcement Learning in Factored POMDPs
  14 Nov 2018 0 repositories listed
• Emergence of Addictive Behaviors in Reinforcement Learning Agents
  14 Nov 2018 0 repositories listed
• Large-scale Interactive Recommendation with Tree-structured Policy Gradient
  14 Nov 2018 0 repositories listed
• Image Captioning Based on a Hierarchical Attention Mechanism and Policy Gradient Optimization
  13 Nov 2018 0 repositories listed
• Modelling the Dynamic Joint Policy of Teammates with Attention Multi-agent DDPG
  13 Nov 2018 0 repositories listed
• Coordinating Disaster Emergency Response with Heuristic Reinforcement Learning
  12 Nov 2018 0 repositories listed
• Importance Weighted Evolution Strategies
  12 Nov 2018 0 repositories listed
• Learning data augmentation policies using augmented random search
  12 Nov 2018 0 repositories listed
• Learning Temporal Point Processes via Reinforcement Learning
  12 Nov 2018 0 repositories listed
• Navigating Assistance System for Quadcopter with Deep Reinforcement Learning
  12 Nov 2018 0 repositories listed
• An initial attempt of combining visual selective attention with deep reinforcement learning
  11 Nov 2018 0 repositories listed
• An Optimal Control View of Adversarial Machine Learning
  11 Nov 2018 0 repositories listed
• Optimizing Taxi Carpool Policies via Reinforcement Learning and Spatio-Temporal Mining
  11 Nov 2018 0 repositories listed
• Product Title Refinement via Multi-Modal Generative Adversarial Learning
  11 Nov 2018 0 repositories listed
• Towards Governing Agent's Efficacy: Action-Conditional β-VAE for Deep Transparent Reinforcement Learning
  11 Nov 2018 0 repositories listed
• Learning Shaping Strategies in Human-in-the-loop Interactive Reinforcement Learning
  10 Nov 2018 0 repositories listed
• Reinforcement Learning Based Speech Enhancement for Robust Speech Recognition
  10 Nov 2018 0 repositories listed
• Correlation Filter Selection for Visual Tracking Using Reinforcement Learning
  8 Nov 2018 0 repositories listed
• Meta-Learning for Multi-objective Reinforcement Learning
  8 Nov 2018 0 repositories listed
• Modular Architecture for StarCraft II with Deep Reinforcement Learning
  8 Nov 2018 0 repositories listed
• Baselines for Reinforcement Learning in Text Games
  7 Nov 2018 0 repositories listed
• Policy Certificates: Towards Accountable Reinforcement Learning
  7 Nov 2018 0 repositories listed
• Adaptive Stress Testing: Finding Likely Failure Events with Reinforcement Learning
  6 Nov 2018 0 repositories listed
• Deep Reinforcement Learning for Green Security Games with Real-Time Information
  6 Nov 2018 0 repositories listed
• Deep Reinforcement Learning via L-BFGS Optimization
  6 Nov 2018 0 repositories listed
• Towards continual learning in medical imaging
  6 Nov 2018 0 repositories listed
• Combining Subgoal Graphs with Reinforcement Learning to Build a Rational Pathfinder
  5 Nov 2018 0 repositories listed
• Contingency-Aware Exploration in Reinforcement Learning
  5 Nov 2018 0 repositories listed
• Managing engineering systems with large state and action spaces through deep reinforcement learning
  5 Nov 2018 0 repositories listed
• Reinforcement Learning based Dynamic Model Selection for Short-Term Load Forecasting
  5 Nov 2018 0 repositories listed
• ReLeQ: A Reinforcement Learning Approach for Deep Quantization of Neural Networks
  5 Nov 2018 0 repositories listed
• Relation Mention Extraction from Noisy Data with Hierarchical Reinforcement Learning
  3 Nov 2018 0 repositories listed
• Automated Theorem Proving in Intuitionistic Propositional Logic by Deep Reinforcement Learning
  2 Nov 2018 0 repositories listed
• Dantzig Selector with an Approximately Optimal Denoising Matrix and its Application to Reinforcement Learning
  2 Nov 2018 0 repositories listed
• Sequence Generation with Guider Network
  2 Nov 2018 0 repositories listed
• Approximate Dynamic Oracle for Dependency Parsing with Reinforcement Learning
  1 Nov 2018 0 repositories listed
• Joint Modeling for Query Expansion and Information Extraction with Reinforcement Learning
  1 Nov 2018 0 repositories listed
• Macquarie University at BioASQ 6b: Deep learning and deep reinforcement learning for query-based summarisation
  1 Nov 2018 0 repositories listed
• Shaping a social robot's humor with Natural Language Generation and socially-aware reinforcement learning
  1 Nov 2018 0 repositories listed
• SDRL: Interpretable and Data-efficient Deep Reinforcement Learning Leveraging Symbolic Planning
  31 Oct 2018 0 repositories listed
• Towards a Simple Approach to Multi-step Model-based Reinforcement Learning
  31 Oct 2018 0 repositories listed
• Relative Importance Sampling for off-Policy Actor-Critic in Deep Reinforcement Learning
  30 Oct 2018 0 repositories listed
• Social Vehicle Swarms: A Novel Perspective on Social-aware Vehicular Communication Architecture
  29 Oct 2018 0 repositories listed
• Distributive Dynamic Spectrum Access through Deep Reinforcement Learning: A Reservoir Computing Based Approach
  28 Oct 2018 0 repositories listed
• Empirical Evaluation of Contextual Policy Search with a Comparison-based Surrogate Model and Active Covariance Matrix Adaptation
  26 Oct 2018 0 repositories listed
• Stability-certified reinforcement learning: A control-theoretic perspective
  26 Oct 2018 0 repositories listed
• Differential Variable Speed Limits Control for Freeway Recurrent Bottlenecks via Deep Reinforcement learning
  25 Oct 2018 0 repositories listed
• Multi-Agent Reinforcement Learning Based Resource Allocation for UAV Networks
  24 Oct 2018 0 repositories listed
• Sample-Efficient Learning of Nonprehensile Manipulation Policies via Physics-Based Informed State Distributions
  24 Oct 2018 0 repositories listed
• Hierarchical Approaches for Reinforcement Learning in Parameterized Action Space
  23 Oct 2018 0 repositories listed
• Learning First-to-Spike Policies for Neuromorphic Control Using Policy Gradients
  23 Oct 2018 0 repositories listed
• Learning Representations in Model-Free Hierarchical Reinforcement Learning
  23 Oct 2018 0 repositories listed
• Multi-Agent Actor-Critic with Generative Cooperative Policy Network
  22 Oct 2018 0 repositories listed
• Risk-Sensitive Reinforcement Learning via Policy Gradient Search
  22 Oct 2018 0 repositories listed
• Autonomous Self-Explanation of Behavior for Interactive Reinforcement Learning Agents
  20 Oct 2018 0 repositories listed
• Safe Reinforcement Learning with Model Uncertainty Estimates
  19 Oct 2018 0 repositories listed
• Applications of Deep Reinforcement Learning in Communications and Networking: A Survey
  18 Oct 2018 0 repositories listed
• Finding the best design parameters for optical nanostructures using reinforcement learning
  18 Oct 2018 0 repositories listed
• At Human Speed: Deep Reinforcement Learning with Action Delay
  16 Oct 2018 0 repositories listed
• The Concept of Criticality in Reinforcement Learning
  16 Oct 2018 0 repositories listed
• Using Deep Reinforcement Learning for the Continuous Control of Robotic Arms
  15 Oct 2018 0 repositories listed
• Dexterous Manipulation with Deep Reinforcement Learning: Efficient, General, and Low-Cost
  14 Oct 2018 0 repositories listed
• Two Can Play That Game: An Adversarial Evaluation of a Cyber-alert Inspection System
  13 Oct 2018 0 repositories listed
• Bayesian Inference of Self-intention Attributed by Observer
  12 Oct 2018 0 repositories listed
• A Survey and Critique of Multiagent Deep Reinforcement Learning
  12 Oct 2018 0 repositories listed
• Optimal Hierarchical Learning Path Design with Reinforcement Learning
  12 Oct 2018 0 repositories listed
• Adversarial Text Generation Without Reinforcement Learning
  11 Oct 2018 0 repositories listed
• Closed-form approximations in multi-asset market making
  10 Oct 2018 0 repositories listed
• The Laplacian in RL: Learning Representations with Efficient Approximations
  10 Oct 2018 0 repositories listed
• A Distributed Reinforcement Learning Solution With Knowledge Transfer Capability for A Bike Rebalancing Problem
  9 Oct 2018 0 repositories listed
• Continual State Representation Learning for Reinforcement Learning using Generative Replay
  9 Oct 2018 0 repositories listed
• Distributed Wildfire Surveillance with Autonomous Aircraft using Deep Reinforcement Learning
  9 Oct 2018 0 repositories listed
• Enabling Cognitive Smart Cities Using Big Data and Machine Learning: Approaches and Challenges
  9 Oct 2018 0 repositories listed
• Investigating Enactive Learning for Autonomous Intelligent Agents
  9 Oct 2018 0 repositories listed
• Actor-Critic Deep Reinforcement Learning for Dynamic Multichannel Access
  8 Oct 2018 0 repositories listed
• Multi-agent Deep Reinforcement Learning for Zero Energy Communities
  8 Oct 2018 0 repositories listed
• Reinforcement Evolutionary Learning Method for self-learning
  7 Oct 2018 0 repositories listed
• Deep Reinforcement Learning for Time Scheduling in RF-Powered Backscatter Cognitive Radio Networks
  3 Oct 2018 0 repositories listed
• A Teacher-Student Framework for Maintainable Dialog Manager
  1 Oct 2018 0 repositories listed