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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 42 of 132: papers 4,101 to 4,200 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.

• Third-Person Imitation Learning
  6 Mar 2017 1 repository listed
• Count-Based Exploration with Neural Density Models
  3 Mar 2017 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)
• EX2: Exploration with Exemplar Models for Deep Reinforcement Learning
  3 Mar 2017 1 repository listed
• FeUdal Networks for Hierarchical Reinforcement Learning
  3 Mar 2017 1 repository listed
• Generalised Discount Functions applied to a Monte-Carlo AImu Implementation
  3 Mar 2017 1 repository listed
• A Laplacian Framework for Option Discovery in Reinforcement Learning
  2 Mar 2017 1 repository listed
• Reinforcement Learning for Pivoting Task
  1 Mar 2017 1 repository listed
• Bridging the Gap Between Value and Policy Based Reinforcement Learning
  28 Feb 2017 1 repository listed
• Neural Map: Structured Memory for Deep Reinforcement Learning
  27 Feb 2017 1 repository listed
• Tackling Error Propagation through Reinforcement Learning: A Case of Greedy Dependency Parsing
  22 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
• Towards a Common Implementation of Reinforcement Learning for Multiple Robotic Tasks
  21 Feb 2017 1 repository listed
• Learning to Multi-Task by Active Sampling
  20 Feb 2017 1 repository listed
• Collaborative Deep Reinforcement Learning
  19 Feb 2017 1 repository listed
• Adversarial Attacks on Neural Network Policies
  8 Feb 2017 1 repository listed
• PathNet: Evolution Channels Gradient Descent in Super Neural Networks
  30 Jan 2017 1 repository listed Syntology 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) · 1 unverified (of 2 harvested samples)
• Towards Automatic Learning of Heuristics for Mechanical Transformations of Procedural Code
  25 Jan 2017 1 repository listed
• Vulnerability of Deep Reinforcement Learning to Policy Induction Attacks
  16 Jan 2017 1 repository listed
• Near Optimal Behavior via Approximate State Abstraction
  15 Jan 2017 1 repository listed
• Real-Time Bidding by Reinforcement Learning in Display Advertising
  10 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
• Self-Correcting Models for Model-Based Reinforcement Learning
  19 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
• A Simple, Fast Diverse Decoding Algorithm for Neural Generation
  25 Nov 2016 1 repository listed
• Variational Intrinsic Control
  22 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 Navigate in Complex Environments
  11 Nov 2016 1 repository listed
• Playing SNES in the Retro Learning Environment
  7 Nov 2016 1 repository listed
• Learning to Play in a Day: Faster Deep Reinforcement Learning by Optimality Tightening
  5 Nov 2016 1 repository listed
• Dual Learning for Machine Translation
  1 Nov 2016 1 repository listed
• Reset-free Trial-and-Error Learning for Robot Damage Recovery
  13 Oct 2016 1 repository listed
• Active exploration in parameterized reinforcement learning
  6 Oct 2016 1 repository listed
• Deep Visual Foresight for Planning Robot Motion
  3 Oct 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
• A Threshold-based Scheme for Reinforcement Learning in Neural Networks
  12 Sep 2016 1 repository listed
• Towards End-to-End Reinforcement Learning of Dialogue Agents for Information Access
  3 Sep 2016 1 repository listed
• Single-shot Adaptive Measurement for Quantum-enhanced Metrology
  22 Aug 2016 1 repository listed
• Posterior Sampling for Reinforcement Learning Without Episodes
  9 Aug 2016 1 repository listed
• Playing Atari Games with Deep Reinforcement Learning and Human Checkpoint Replay
  18 Jul 2016 1 repository listed
• Guided Policy Search as Approximate Mirror Descent
  15 Jul 2016 1 repository listed
• Learning in Quantum Control: High-Dimensional Global Optimization for Noisy Quantum Dynamics
  12 Jul 2016 1 repository listed
• Actor-critic versus direct policy search: a comparison based on sample complexity
  29 Jun 2016 1 repository listed
• Safe Exploration in Finite Markov Decision Processes with Gaussian Processes
  15 Jun 2016 1 repository listed Syntology official: harvested, nothing ran · 0 ran · 2 unverified (of 2 harvested samples)
• 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
• Unifying Count-Based Exploration and Intrinsic Motivation
  6 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
• Convolutional Neural Networks For Automatic State-Time Feature Extraction in Reinforcement Learning Applied to Residential Load Control
  28 Apr 2016 1 repository listed
• Improving Information Extraction by Acquiring External Evidence with Reinforcement Learning
  25 Mar 2016 1 repository listed
• Exploratory Gradient Boosting for Reinforcement Learning in Complex Domains
  14 Mar 2016 1 repository listed
• Investigating practical linear temporal difference learning
  28 Feb 2016 1 repository listed
• SimpleDS: A Simple Deep Reinforcement Learning Dialogue System
  18 Jan 2016 1 repository listed
• Angrier Birds: Bayesian reinforcement learning
  6 Jan 2016 1 repository listed
• True Online Temporal-Difference Learning
  13 Dec 2015 1 repository listed
• State of the Art Control of Atari Games Using Shallow Reinforcement Learning
  4 Dec 2015 1 repository listed
• Strategic Dialogue Management via Deep Reinforcement Learning
  25 Nov 2015 1 repository listed
• Conditional Computation in Neural Networks for faster models
  19 Nov 2015 1 repository listed
• Policy Distillation
  19 Nov 2015 1 repository listed
• Deep Spatial Autoencoders for Visuomotor Learning
  21 Sep 2015 1 repository listed
• Action-Conditional Video Prediction using Deep Networks in Atari Games
  31 Jul 2015 1 repository listed
• Incentivizing Exploration In Reinforcement Learning With Deep Predictive Models
  3 Jul 2015 1 repository listed
• Gradient Estimation Using Stochastic Computation Graphs
  17 Jun 2015 1 repository listed
• Reinforcement Learning Neural Turing Machines - Revised
  4 May 2015 1 repository listed
• Gaussian Processes for Data-Efficient Learning in Robotics and Control
  10 Feb 2015 1 repository listed
• Deep Learning in Neural Networks: An Overview
  30 Apr 2014 1 repository listed
• Optimizing the CVaR via Sampling
  15 Apr 2014 1 repository listed
• Scalable Planning and Learning for Multiagent POMDPs: Extended Version
  4 Apr 2014 1 repository listed
• Off-Policy General Value Functions to Represent Dynamic Role Assignments in RoboCup 3D Soccer Simulation
  18 Feb 2014 1 repository listed
• Generalization and Exploration via Randomized Value Functions
  4 Feb 2014 1 repository listed
• Using reinforcement learning to find an optimal set of features
  1 Dec 2013 1 repository listed
• Off-Policy Actor-Critic
  22 May 2012 1 repository listed Syntology 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)
• Nonlinear Inverse Reinforcement Learning with Gaussian Processes
  1 Dec 2011 1 repository listed
• An Object-Oriented Representation for Efficient Reinforcement Learning
  1 Jul 2008 1 repository listed
• Between MDPs and semi-MDPs: A framework for temporal abstraction in reinforcement learning
  6 Aug 1999 1 repository listed
• Simple Statistical Gradient-Following Algorithms for Connectionist Reinforcement Learning
  1 May 1992 1 repository listed
• CUDA-L1: Improving CUDA Optimization via Contrastive Reinforcement Learning
  18 Jul 2025 0 repositories listed
• Aligning Humans and Robots via Reinforcement Learning from Implicit Human Feedback
  17 Jul 2025 0 repositories listed
• Autonomous Resource Management in Microservice Systems via Reinforcement Learning
  17 Jul 2025 0 repositories listed
• From Novelty to Imitation: Self-Distilled Rewards for Offline Reinforcement Learning
  17 Jul 2025 0 repositories listed
• Spectral Bellman Method: Unifying Representation and Exploration in RL
  17 Jul 2025 0 repositories listed
• VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning
  17 Jul 2025 0 repositories listed
• A Survey of Explainable Reinforcement Learning: Targets, Methods and Needs
  16 Jul 2025 0 repositories listed
• Distributional Reinforcement Learning on Path-dependent Options
  16 Jul 2025 0 repositories listed
• Improving Reinforcement Learning Sample-Efficiency using Local Approximation
  16 Jul 2025 0 repositories listed
• Scaling Up RL: Unlocking Diverse Reasoning in LLMs via Prolonged Training
  16 Jul 2025 0 repositories listed
• Thought Purity: Defense Paradigm For Chain-of-Thought Attack
  16 Jul 2025 0 repositories listed
• Functional Emotion Modeling in Biomimetic Reinforcement Learning
  15 Jul 2025 0 repositories listed
• Local Pairwise Distance Matching for Backpropagation-Free Reinforcement Learning
  15 Jul 2025 0 repositories listed
• Tactical Decision for Multi-UGV Confrontation with a Vision-Language Model-Based Commander
  15 Jul 2025 0 repositories listed
• Continual Reinforcement Learning by Planning with Online World Models
  12 Jul 2025 0 repositories listed
• CTRLS: Chain-of-Thought Reasoning via Latent State-Transition
  10 Jul 2025 0 repositories listed
• From Curiosity to Competence: How World Models Interact with the Dynamics of Exploration
  10 Jul 2025 0 repositories listed

Syntology lines on 6 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.