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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 121 of 152: papers 12,001 to 12,100 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.

• Variational Model-based Policy Optimization
  9 Jun 2020 0 repositories listed
• A Comparison of Self-Play Algorithms Under a Generalized Framework
  8 Jun 2020 0 repositories listed
• A Decentralized Policy Gradient Approach to Multi-task Reinforcement Learning
  8 Jun 2020 0 repositories listed
• A Model-free Learning Algorithm for Infinite-horizon Average-reward MDPs with Near-optimal Regret
  8 Jun 2020 0 repositories listed
• Balancing a CartPole System with Reinforcement Learning -- A Tutorial
  8 Jun 2020 0 repositories listed
• Constrained Upper Confidence Reinforcement Learning with Known Dynamics
  8 Jun 2020 0 repositories listed
• Hallucinating Value: A Pitfall of Dyna-style Planning with Imperfect Environment Models
  8 Jun 2020 0 repositories listed
• Learning the model-free linear quadratic regulator via random search
  8 Jun 2020 0 repositories listed
• Learning to Plan via Deep Optimistic Value Exploration
  8 Jun 2020 0 repositories listed
• Maximum Entropy Model Rollouts: Fast Model Based Policy Optimization without Compounding Errors
  8 Jun 2020 0 repositories listed
• Online Data Poisoning Attacks
  8 Jun 2020 0 repositories listed
• Policy Optimization for ℋ₂ Linear Control with ℋ_∞ Robustness Guarantee: Implicit Regularization and Global Convergence
  8 Jun 2020 0 repositories listed
• Randomized Policy Learning for Continuous State and Action MDPs
  8 Jun 2020 0 repositories listed
• Scalable Reinforcement Learning of Localized Policies for Multi-Agent Networked Systems
  8 Jun 2020 0 repositories listed
• Stable Reinforcement Learning with Unbounded State Space
  8 Jun 2020 0 repositories listed
• Efficient Poverty Mapping using Deep Reinforcement Learning
  7 Jun 2020 0 repositories listed
• Implications of Human Irrationality for Reinforcement Learning
  7 Jun 2020 0 repositories listed
• Incorporating Pragmatic Reasoning Communication into Emergent Language
  7 Jun 2020 0 repositories listed
• Multi-Task Reinforcement Learning based Mobile Manipulation Control for Dynamic Object Tracking and Grasping
  7 Jun 2020 0 repositories listed
• Real-Time Model Calibration with Deep Reinforcement Learning
  7 Jun 2020 0 repositories listed
• Skill Discovery of Coordination in Multi-agent Reinforcement Learning
  7 Jun 2020 0 repositories listed
• Efficient Evaluation of Natural Stochastic Policies in Offline Reinforcement Learning
  6 Jun 2020 0 repositories listed
• Model-Free Reinforcement Learning: from Clipped Pseudo-Regret to Sample Complexity
  6 Jun 2020 0 repositories listed
• Stable and Efficient Policy Evaluation
  6 Jun 2020 0 repositories listed
• AutoHAS: Efficient Hyperparameter and Architecture Search
  5 Jun 2020 0 repositories listed
• Balancing Reinforcement Learning Training Experiences in Interactive Information Retrieval
  5 Jun 2020 0 repositories listed
• State Action Separable Reinforcement Learning
  5 Jun 2020 0 repositories listed
• Constrained Reinforcement Learning for Dynamic Optimization under Uncertainty
  4 Jun 2020 0 repositories listed
• Meta-Model-Based Meta-Policy Optimization
  4 Jun 2020 0 repositories listed
• Refined Continuous Control of DDPG Actors via Parametrised Activation
  4 Jun 2020 0 repositories listed
• Causality and Batch Reinforcement Learning: Complementary Approaches To Planning In Unknown Domains
  3 Jun 2020 0 repositories listed
• Learning to Scan: A Deep Reinforcement Learning Approach for Personalized Scanning in CT Imaging
  3 Jun 2020 0 repositories listed
• The Value-Improvement Path: Towards Better Representations for Reinforcement Learning
  3 Jun 2020 0 repositories listed
• A novel approach for multi-agent cooperative pursuit to capture grouped evaders
  1 Jun 2020 0 repositories listed
• Active Vision for Early Recognition of Human Actions
  1 Jun 2020 0 repositories listed
• Mitigating Bias in Face Recognition Using Skewness-Aware Reinforcement Learning
  1 Jun 2020 0 repositories listed
• Model-Based Reinforcement Learning with Value-Targeted Regression
  1 Jun 2020 0 repositories listed
• Reinforcement learning and Bayesian data assimilation for model-informed precision dosing in oncology
  1 Jun 2020 0 repositories listed
• Robust Reinforcement Learning with Wasserstein Constraint
  1 Jun 2020 0 repositories listed
• Temporal-Differential Learning in Continuous Environments
  1 Jun 2020 0 repositories listed
• Variational Reward Estimator Bottleneck: Learning Robust Reward Estimator for Multi-Domain Task-Oriented Dialog
  31 May 2020 0 repositories listed
• AI-based Resource Allocation: Reinforcement Learning for Adaptive Auto-scaling in Serverless Environments
  29 May 2020 0 repositories listed
• Domain Knowledge Integration By Gradient Matching For Sample-Efficient Reinforcement Learning
  28 May 2020 0 repositories listed
• Intelligent Residential Energy Management System using Deep Reinforcement Learning
  28 May 2020 0 repositories listed
• Active Measure Reinforcement Learning for Observation Cost Minimization
  26 May 2020 0 repositories listed
• Anomaly Detection Under Controlled Sensing Using Actor-Critic Reinforcement Learning
  26 May 2020 0 repositories listed
• Breaking the Sample Size Barrier in Model-Based Reinforcement Learning with a Generative Model
  26 May 2020 0 repositories listed
• Efficient Use of heuristics for accelerating XCS-based Policy Learning in Markov Games
  26 May 2020 0 repositories listed
• Integrating LEO Satellite and UAV Relaying via Reinforcement Learning for Non-Terrestrial Networks
  26 May 2020 0 repositories listed
• Time-Variant Variational Transfer for Value Functions
  26 May 2020 0 repositories listed
• Towards intervention-centric causal reasoning in learning agents
  26 May 2020 0 repositories listed
• Deep Learning Models for Automatic Summarization
  25 May 2020 0 repositories listed
• Deep Reinforcement Learning Based Power Allocation for D2D Network
  25 May 2020 0 repositories listed
• Dynamic Value Estimation for Single-Task Multi-Scene Reinforcement Learning
  25 May 2020 0 repositories listed
• Generator and Critic: A Deep Reinforcement Learning Approach for Slate Re-ranking in E-commerce
  25 May 2020 0 repositories listed
• Gradient Monitored Reinforcement Learning
  25 May 2020 0 repositories listed
• Meta-Reinforcement Learning for Trajectory Design in Wireless UAV Networks
  25 May 2020 0 repositories listed
• Optimization-driven Deep Reinforcement Learning for Robust Beamforming in IRS-assisted Wireless Communications
  25 May 2020 0 repositories listed
• Policy Entropy for Out-of-Distribution Classification
  25 May 2020 0 repositories listed
• Reinforcement Learning with Iterative Reasoning for Merging in Dense Traffic
  25 May 2020 0 repositories listed
• GoChat: Goal-oriented Chatbots with Hierarchical Reinforcement Learning
  24 May 2020 0 repositories listed
• Model-free Reinforcement Learning for Stochastic Stackelberg Security Games
  24 May 2020 0 repositories listed
• Adaptive Reinforcement Learning through Evolving Self-Modifying Neural Networks
  22 May 2020 0 repositories listed
• Evaluating Generalisation in General Video Game Playing
  22 May 2020 0 repositories listed
• Reinforcement learning with human advice: a survey
  22 May 2020 0 repositories listed
• Towards Automated Safety Coverage and Testing for Autonomous Vehicles with Reinforcement Learning
  22 May 2020 0 repositories listed
• Reinforcement Learning with General Value Function Approximation: Provably Efficient Approach via Bounded Eluder Dimension
  21 May 2020 0 repositories listed
• Q-NAV: NAV Setting Method based on Reinforcement Learning in Underwater Wireless Networks
  21 May 2020 0 repositories listed
• A reinforcement learning based decision support system in textile manufacturing process
  20 May 2020 0 repositories listed
• Deep Reinforcement Learning for High Level Character Control
  20 May 2020 0 repositories listed
• Finite-sample Analysis of Greedy-GQ with Linear Function Approximation under Markovian Noise
  20 May 2020 0 repositories listed
• Learning and Reasoning for Robot Dialog and Navigation Tasks
  20 May 2020 0 repositories listed
• Reinforcement Learning for Variable Selection in a Branch and Bound Algorithm
  20 May 2020 0 repositories listed
• Two-stage Deep Reinforcement Learning for Inverter-based Volt-VAR Control in Active Distribution Networks
  20 May 2020 0 repositories listed
• A Survey of Reinforcement Learning Algorithms for Dynamically Varying Environments
  19 May 2020 0 repositories listed
• Batch-Augmented Multi-Agent Reinforcement Learning for Efficient Traffic Signal Optimization
  19 May 2020 0 repositories listed
• Experience Augmentation: Boosting and Accelerating Off-Policy Multi-Agent Reinforcement Learning
  19 May 2020 0 repositories listed
• Human Instruction-Following with Deep Reinforcement Learning via Transfer-Learning from Text
  19 May 2020 0 repositories listed
• Learning to Herd Agents Amongst Obstacles: Training Robust Shepherding Behaviors using Deep Reinforcement Learning
  19 May 2020 0 repositories listed
• Privileged Information Dropout in Reinforcement Learning
  19 May 2020 0 repositories listed
• Reinforcement Learning for Caching with Space-Time Popularity Dynamics
  19 May 2020 0 repositories listed
• Automating Turbulence Modeling by Multi-Agent Reinforcement Learning
  18 May 2020 0 repositories listed
• Basal Glucose Control in Type 1 Diabetes using Deep Reinforcement Learning: An In Silico Validation
  18 May 2020 0 repositories listed
• Optimal Charging Method for Effective Li-ion Battery Life Extension Based on Reinforcement Learning
  18 May 2020 0 repositories listed
• A Simple Imitation Learning Method via Contrastive Regularization
  16 May 2020 0 repositories listed
• Learning Transferable Concepts in Deep Reinforcement Learning
  16 May 2020 0 repositories listed
• Data-driven Dynamic Multi-objective Optimal Control: An Aspiration-satisfying Reinforcement Learning Approach
  14 May 2020 0 repositories listed
• Probabilistic Guarantees for Safe Deep Reinforcement Learning
  14 May 2020 0 repositories listed
• Solve Traveling Salesman Problem by Monte Carlo Tree Search and Deep Neural Network
  14 May 2020 0 repositories listed
• Stealthy and Efficient Adversarial Attacks against Deep Reinforcement Learning
  14 May 2020 0 repositories listed
• DREAM Architecture: a Developmental Approach to Open-Ended Learning in Robotics
  13 May 2020 0 repositories listed
• Explainable Reinforcement Learning: A Survey
  13 May 2020 0 repositories listed
• From Simulation to Real World Maneuver Execution using Deep Reinforcement Learning
  13 May 2020 0 repositories listed
• Proxy Experience Replay: Federated Distillation for Distributed Reinforcement Learning
  13 May 2020 0 repositories listed
• A New Deep Neural Architecture Search Pipeline for Face Recognition
  12 May 2020 0 repositories listed
• Unbiased Deep Reinforcement Learning: A General Training Framework for Existing and Future Algorithms
  12 May 2020 0 repositories listed
• A Deep Reinforcement Learning Approach to Efficient Drone Mobility Support
  11 May 2020 0 repositories listed
• Deep Reinforcement Learning for Organ Localization in CT
  11 May 2020 0 repositories listed
• Maximizing Information Gain in Partially Observable Environments via Prediction Reward
  11 May 2020 0 repositories listed
• Reinforcement Learning Based on Real-Time Iteration NMPC
  11 May 2020 0 repositories listed