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Reinforcement Learning

Papers archive 2025-07-28

archive papers tagged: 13,178 · with a code link: 4,183 · where Syntology ran a sample: 1,175 (988 with a run with no instrument failure, 187 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (1,175 of 13,178 tagged: 988 with a run with no instrument failure, 187 where every run was a failure of Syntology's instrument)

Page 116 of 132: papers 11,501 to 11,600 of 13,178, 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.

• Reward-estimation variance elimination in sequential decision processes
  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
• Woulda, Coulda, Shoulda: Counterfactually-Guided Policy Search
  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
• Generating Multiple Diverse Responses for Short-Text Conversation
  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
• Sample-Efficient Policy Learning based on Completely Behavior Cloning
  9 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
• RoboTurk: A Crowdsourcing Platform for Robotic Skill Learning through Imitation
  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
• Structure Learning of Deep Neural Networks with Q-Learning
  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
• Learning Abstract Options
  27 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
• TarMAC: Targeted Multi-Agent Communication
  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
• Meta-modeling game for deriving theoretical-consistent, micro-structural-based traction-separation laws via deep reinforcement learning
  24 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
• The Faults in Our Pi Stars: Security Issues and Open Challenges in Deep 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
• Teaching Inverse Reinforcement Learners via Features and Demonstrations
  21 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
• Transfer Learning versus Multi-agent Learning regarding Distributed Decision-Making in Highway Traffic
  19 Oct 2018 0 repositories listed
• Applications of Deep Reinforcement Learning in Communications and Networking: A Survey
  18 Oct 2018 0 repositories listed
• Policy Gradient in Partially Observable Environments: Approximation and Convergence
  18 Oct 2018 0 repositories listed
• O2A: One-shot Observational learning with Action vectors
  17 Oct 2018 0 repositories listed
• At Human Speed: Deep Reinforcement Learning with Action Delay
  16 Oct 2018 0 repositories listed
• Incremental learning abstract discrete planning domains and mappings to continuous perceptions
  16 Oct 2018 0 repositories listed
• The Concept of Criticality in Reinforcement Learning
  16 Oct 2018 0 repositories listed
• Optimizing Agent Behavior over Long Time Scales by Transporting Value
  15 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
• Sequential Learning of Movement Prediction in Dynamic Environments using LSTM Autoencoder
  12 Oct 2018 0 repositories listed
• Adversarial Text Generation Without Reinforcement Learning
  11 Oct 2018 0 repositories listed
• Policy Design for Active Sequential Hypothesis Testing using Deep Learning
  11 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
• Realizing Learned Quadruped Locomotion Behaviors through Kinematic Motion Primitives
  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
• Learning To Simulate
  5 Oct 2018 0 repositories listed
• Zooming Network
  4 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