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reinforcement-learning

Papers archive 2025-07-28

archive papers tagged: 13,427 · with a code link: 4,119 · where Syntology ran a sample: 1,165 (973 with a run with no instrument failure, 192 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (1,165 of 13,427 tagged: 973 with a run with no instrument failure, 192 where every run was a failure of Syntology's instrument)

Page 38 of 135: papers 3,701 to 3,800 of 13,427, 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.

• Finite-Sample Analysis of Nonlinear Stochastic Approximation with Applications in Reinforcement Learning
  27 May 2019 1 repository 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) · 0 unverified (of 3 harvested samples)
• Learning to Discretize: Solving 1D Scalar Conservation Laws via Deep Reinforcement Learning
  27 May 2019 1 repository listed
• Tight Regret Bounds for Model-Based Reinforcement Learning with Greedy Policies
  27 May 2019 1 repository listed Syntology official (archive's flag): 3 ran · 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) · 0 unverified (of 3 harvested samples)
• Safe Reinforcement Learning with Nonlinear Dynamics via Model Predictive Shielding
  25 May 2019 1 repository listed
• Adaptive Symmetric Reward Noising for Reinforcement Learning
  24 May 2019 1 repository listed
• Hierarchical Reinforcement Learning for Concurrent Discovery of Compound and Composable Policies
  23 May 2019 1 repository listed
• Multi-hop Reading Comprehension via Deep Reinforcement Learning based Document Traversal
  23 May 2019 1 repository listed
• Deep Reinforcement Learning Based Parameter Control in Differential Evolution
  20 May 2019 1 repository listed
• A Regularized Opponent Model with Maximum Entropy Objective
  17 May 2019 1 repository listed
• Exact-K Recommendation via Maximal Clique Optimization
  17 May 2019 1 repository listed
• Mastering the Game of Sungka from Random Play
  17 May 2019 1 repository listed
• QBSO-FS: A Reinforcement Learning Based Bee Swarm Optimization Metaheuristic for Feature Selection
  16 May 2019 1 repository listed
• Expressive Priors in Bayesian Neural Networks: Kernel Combinations and Periodic Functions
  15 May 2019 1 repository listed Syntology 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 9 harvested samples)
• Meta reinforcement learning as task inference
  15 May 2019 1 repository listed
• Control Regularization for Reduced Variance Reinforcement Learning
  14 May 2019 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Successor Options: An Option Discovery Framework for Reinforcement Learning
  14 May 2019 1 repository listed
• CityFlow: A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario
  13 May 2019 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• Multi-Agent Image Classification via Reinforcement Learning
  13 May 2019 1 repository listed
• Task-Agnostic Dynamics Priors for Deep Reinforcement Learning
  13 May 2019 1 repository listed Syntology official (archive's flag): 1 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 2 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Autonomous Management of Energy-Harvesting IoT Nodes Using Deep Reinforcement Learning
  10 May 2019 1 repository listed
• Learning to Evolve
  8 May 2019 1 repository listed
• Dimension-Wise Importance Sampling Weight Clipping for Sample-Efficient Reinforcement Learning
  7 May 2019 1 repository listed Syntology official (archive's flag): 16 ran · 16 ran (of which 0 constructed an object rather than computing a result; 14 with no instrument failure: 1 honoured, 1 violated, 12 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified (of 19 harvested samples) · 18 pointer-only (licence)
• Deep Ordinal Reinforcement Learning
  6 May 2019 1 repository listed
• Learning to Control in Metric Space with Optimal Regret
  5 May 2019 1 repository listed Syntology 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• The Game of Tetris in Machine Learning
  5 May 2019 1 repository listed
• Deep Residual Reinforcement Learning
  3 May 2019 1 repository listed
• Collaborative Evolutionary Reinforcement Learning
  2 May 2019 1 repository listed Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples)
• Efficient Model-free Reinforcement Learning in Metric Spaces
  1 May 2019 1 repository listed
• Challenges of Real-World Reinforcement Learning
  29 Apr 2019 1 repository listed
• Continuous-Time Mean-Variance Portfolio Selection: A Reinforcement Learning Framework
  25 Apr 2019 1 repository listed
• Neural Logic Reinforcement Learning
  24 Apr 2019 1 repository listed Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 9 harvested samples)
• GraphNAS: Graph Neural Architecture Search with Reinforcement Learning
  22 Apr 2019 1 repository listed Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 8 harvested samples)
• The MineRL 2019 Competition on Sample Efficient Reinforcement Learning using Human Priors
  22 Apr 2019 1 repository listed
• Let's Play Again: Variability of Deep Reinforcement Learning Agents in Atari Environments
  12 Apr 2019 1 repository listed
• ReinBo: Machine Learning pipeline search and configuration with Bayesian Optimization embedded Reinforcement Learning
  10 Apr 2019 1 repository listed
• Jointly Pre-training with Supervised, Autoencoder, and Value Losses for Deep Reinforcement Learning
  3 Apr 2019 1 repository listed
• Dynamically Optimal Treatment Allocation
  1 Apr 2019 1 repository listed
• Autoregressive Policies for Continuous Control Deep Reinforcement Learning
  27 Mar 2019 1 repository listed
• Generalized Off-Policy Actor-Critic
  27 Mar 2019 1 repository listed
• Optimizing thermodynamic trajectories using evolutionary and gradient-based reinforcement learning
  20 Mar 2019 1 repository listed
• A Multi-Agent Off-Policy Actor-Critic Algorithm for Distributed Reinforcement Learning
  15 Mar 2019 1 repository listed
• gym-gazebo2, a toolkit for reinforcement learning using ROS 2 and Gazebo
  14 Mar 2019 1 repository listed
• Reinforcement Learning with Dynamic Boltzmann Softmax Updates
  14 Mar 2019 1 repository listed
• CoaCor: Code Annotation for Code Retrieval with Reinforcement Learning
  13 Mar 2019 1 repository listed Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 11 harvested samples)
• VRKitchen: an Interactive 3D Virtual Environment for Task-oriented Learning
  13 Mar 2019 1 repository listed
• Hybrid Reinforcement Learning with Expert State Sequences
  11 Mar 2019 1 repository listed Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples)
• Multi-Agent Deep Reinforcement Learning for Large-scale Traffic Signal Control
  11 Mar 2019 1 repository listed Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 9 harvested samples) · 1 pointer-only (licence)
• Sample-Efficient Model-Free Reinforcement Learning with Off-Policy Critics
  11 Mar 2019 1 repository listed
• Adaptive Power System Emergency Control using Deep Reinforcement Learning
  9 Mar 2019 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Concurrent Meta Reinforcement Learning
  7 Mar 2019 1 repository listed
• Predicting Research Trends From Arxiv
  7 Mar 2019 1 repository listed
• A Hitchhiker's Guide to Statistical Comparisons of Reinforcement Learning Algorithms
  6 Mar 2019 1 repository listed
• simple_rl: Reproducible Reinforcement Learning in Python
  6 Mar 2019 1 repository listed
• Using Natural Language for Reward Shaping in Reinforcement Learning
  5 Mar 2019 1 repository listed Syntology 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• Viewpoint Optimization for Autonomous Strawberry Harvesting with Deep Reinforcement Learning
  5 Mar 2019 1 repository listed
• Hybrid Actor-Critic Reinforcement Learning in Parameterized Action Space
  4 Mar 2019 1 repository listed
• Model Primitive Hierarchical Lifelong Reinforcement Learning
  4 Mar 2019 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: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• Budgeted Reinforcement Learning in Continuous State Space
  3 Mar 2019 1 repository listed
• Efficient Reinforcement Learning for StarCraft by Abstract Forward Models and Transfer Learning
  2 Mar 2019 1 repository listed
• Unsupervised Attention Mechanism across Neural Network Layers
  27 Feb 2019 1 repository listed
• Diagnosing Bottlenecks in Deep Q-learning Algorithms
  26 Feb 2019 1 repository listed Syntology 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 10 harvested samples)
• Flappy Hummingbird: An Open Source Dynamic Simulation of Flapping Wing Robots and Animals
  25 Feb 2019 1 repository listed
• Beyond Confidence Regions: Tight Bayesian Ambiguity Sets for Robust MDPs
  20 Feb 2019 1 repository listed
• Hyperbolic Discounting and Learning over Multiple Horizons
  19 Feb 2019 1 repository listed
• Neural-encoding Human Experts' Domain Knowledge to Warm Start Reinforcement Learning
  15 Feb 2019 1 repository listed
• Unsupervised Visuomotor Control through Distributional Planning Networks
  14 Feb 2019 1 repository listed
• Verifiably Safe Off-Model Reinforcement Learning
  14 Feb 2019 1 repository listed
• Generalization through Simulation: Integrating Simulated and Real Data into Deep Reinforcement Learning for Vision-Based Autonomous Flight
  11 Feb 2019 1 repository listed Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample)
• Artificial Intelligence for Prosthetics - challenge solutions
  7 Feb 2019 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)
• Bayesian Reinforcement Learning via Deep, Sparse Sampling
  7 Feb 2019 1 repository listed
• Learning to Schedule Communication in Multi-agent Reinforcement Learning
  5 Feb 2019 1 repository listed
• The Natural Language of Actions
  4 Feb 2019 1 repository listed
• A Meta-MDP Approach to Exploration for Lifelong Reinforcement Learning
  3 Feb 2019 1 repository listed
• Certified Reinforcement Learning with Logic Guidance
  2 Feb 2019 1 repository listed
• Policy Consolidation for Continual Reinforcement Learning
  1 Feb 2019 1 repository listed Syntology 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Contrasting Exploration in Parameter and Action Space: A Zeroth-Order Optimization Perspective
  31 Jan 2019 1 repository listed
• Privacy-preserving Q-Learning with Functional Noise in Continuous State Spaces
  30 Jan 2019 1 repository listed
• Safe, Efficient, and Comfortable Velocity Control based on Reinforcement Learning for Autonomous Driving
  29 Jan 2019 1 repository listed
• Causal Reasoning from Meta-reinforcement Learning
  23 Jan 2019 1 repository listed Syntology 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Understanding Multi-Step Deep Reinforcement Learning: A Systematic Study of the DQN Target
  22 Jan 2019 1 repository listed
• WALL-E: An Efficient Reinforcement Learning Research Framework
  18 Jan 2019 1 repository listed
• Amplifying the Imitation Effect for Reinforcement Learning of UCAV's Mission Execution
  17 Jan 2019 1 repository listed
• AutoPhase: Compiler Phase-Ordering for High Level Synthesis with Deep Reinforcement Learning
  15 Jan 2019 1 repository listed
• Self-Learning Exploration and Mapping for Mobile Robots via Deep Reinforcement Learning
  6 Jan 2019 1 repository listed
• Hierarchical Reinforcement Learning via Advantage-Weighted Information Maximization
  5 Jan 2019 1 repository listed
• Generative Adversarial User Model for Reinforcement Learning Based Recommendation System
  27 Dec 2018 1 repository listed Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample)
• Deconfounding Reinforcement Learning in Observational Settings
  26 Dec 2018 1 repository listed
• Iroko: A Framework to Prototype Reinforcement Learning for Data Center Traffic Control
  24 Dec 2018 1 repository listed
• Pre-training with Non-expert Human Demonstration for Deep Reinforcement Learning
  21 Dec 2018 1 repository listed
• TD-Regularized Actor-Critic Methods
  19 Dec 2018 1 repository listed
• Information-Directed Exploration for Deep Reinforcement Learning
  18 Dec 2018 1 repository listed
• An Atari Model Zoo for Analyzing, Visualizing, and Comparing Deep Reinforcement Learning Agents
  17 Dec 2018 1 repository listed
• Residual Policy Learning
  15 Dec 2018 1 repository listed Syntology 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Simulation to Scaled City: Zero-Shot Policy Transfer for Traffic Control via Autonomous Vehicles
  14 Dec 2018 1 repository listed
• Exploration Conscious Reinforcement Learning Revisited
  13 Dec 2018 1 repository listed
• IRLAS: Inverse Reinforcement Learning for Architecture Search
  13 Dec 2018 1 repository listed
• Dialogue Generation: From Imitation Learning to Inverse Reinforcement Learning
  9 Dec 2018 1 repository listed
• Pseudo-Rehearsal: Achieving Deep Reinforcement Learning without Catastrophic Forgetting
  6 Dec 2018 1 repository listed
• Quantifying Generalization in Reinforcement Learning
  6 Dec 2018 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 1 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Adapting Auxiliary Losses Using Gradient Similarity
  5 Dec 2018 1 repository listed

Syntology lines on 25 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.