Browse State-of-the-Art › Reinforcement Learning › Papers, page 2

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 2 of 132: papers 101 to 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.

• Learning to Drive in a Day
  1 Jul 2018 8 repositories listed Syntology 14 ran (of which 0 constructed an object rather than computing a result; 14 with no instrument failure: 0 honoured, 0 violated, 14 with no contract checked; 0 where Syntology's instrument failed) · 8 unverified (of 22 harvested samples)
• Accelerated Methods for Deep Reinforcement Learning
  7 Mar 2018 8 repositories 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)
• DeepMind Control Suite
  2 Jan 2018 8 repositories listed
• Vision-and-Language Navigation: Interpreting visually-grounded navigation instructions in real environments
  20 Nov 2017 8 repositories listed
• Go for a Walk and Arrive at the Answer: Reasoning Over Paths in Knowledge Bases using Reinforcement Learning
  15 Nov 2017 8 repositories listed Syntology community repositories only · 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)
• Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation
  17 Aug 2017 8 repositories 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)
• Learning Combinatorial Optimization Algorithms over Graphs
  5 Apr 2017 8 repositories listed Syntology community repositories only · 2 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; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Adversarial Learning for Neural Dialogue Generation
  23 Jan 2017 8 repositories listed Syntology 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) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Deep Reinforcement Learning for Dialogue Generation
  5 Jun 2016 8 repositories listed
• Continuous Deep Q-Learning with Model-based Acceleration
  2 Mar 2016 8 repositories listed Syntology 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
• Value Iteration Networks
  9 Feb 2016 8 repositories listed Syntology community repositories only · 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) · 3 unverified (of 10 harvested samples) · 1 pointer-only (licence)
• Human level control through deep reinforcement learning
  25 Feb 2015 8 repositories listed
• Mastering Diverse Domains through World Models
  10 Jan 2023 7 repositories listed Syntology community repositories only · 21 ran (of which 0 constructed an object rather than computing a result; 16 with no instrument failure: 0 honoured, 0 violated, 16 with no contract checked; 5 where Syntology's instrument failed) · 13 unverified (of 34 harvested samples)
• D4RL: Datasets for Deep Data-Driven Reinforcement Learning
  15 Apr 2020 7 repositories listed Syntology official (archive's flag): 1 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) · 6 unverified (of 12 harvested samples) · 7 pointer-only (licence)
• CURL: Contrastive Unsupervised Representations for Reinforcement Learning
  8 Apr 2020 7 repositories listed Syntology official (archive's flag): 6 ran · 7 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 5 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples) · 3 pointer-only (licence)
• GridMask Data Augmentation
  13 Jan 2020 7 repositories listed
• Training Agents using Upside-Down Reinforcement Learning
  5 Dec 2019 7 repositories listed
• Efficient Off-Policy Meta-Reinforcement Learning via Probabilistic Context Variables
  19 Mar 2019 7 repositories listed Syntology community repositories only · 8 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; 2 where Syntology's instrument failed) · 1 unverified (of 9 harvested samples) · 5 pointer-only (licence)
• Optimization of Molecules via Deep Reinforcement Learning
  19 Oct 2018 7 repositories listed
• Crowd-Robot Interaction: Crowd-aware Robot Navigation with Attention-based Deep Reinforcement Learning
  24 Sep 2018 7 repositories listed Syntology official (archive's flag): 3 ran · 6 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; 3 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples)
• ViZDoom Competitions: Playing Doom from Pixels
  10 Sep 2018 7 repositories listed Syntology official: not harvested · 0 ran · 2 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Relational Deep Reinforcement Learning
  5 Jun 2018 7 repositories listed Syntology 5 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; 4 where Syntology's instrument failed) · 3 unverified (of 8 harvested samples) · 4 pointer-only (licence)
• Fractal AI: A fragile theory of intelligence
  13 Mar 2018 7 repositories listed
• Some Considerations on Learning to Explore via Meta-Reinforcement Learning
  3 Mar 2018 7 repositories listed
• Deep Reinforcement Learning for List-wise Recommendations
  30 Dec 2017 7 repositories listed
• Backpropagation through the Void: Optimizing control variates for black-box gradient estimation
  31 Oct 2017 7 repositories listed Syntology official (archive's flag): 1 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 3 honoured, 1 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 12 harvested samples) · 12 pointer-only (licence)
• Learning Robust Rewards with Adversarial Inverse Reinforcement Learning
  30 Oct 2017 7 repositories listed Syntology 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• Deep reinforcement learning from human preferences
  12 Jun 2017 7 repositories 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) · 1 unverified (of 3 harvested samples)
• Counterfactual Multi-Agent Policy Gradients
  24 May 2017 7 repositories 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)
• Time-Contrastive Networks: Self-Supervised Learning from Video
  23 Apr 2017 7 repositories listed
• Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning
  20 Mar 2017 7 repositories listed Syntology 4 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 1 pointer-only (licence)
• Robust Adversarial Reinforcement Learning
  8 Mar 2017 7 repositories listed Syntology 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• Sample Efficient Actor-Critic with Experience Replay
  3 Nov 2016 7 repositories listed Syntology 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Playing FPS Games with Deep Reinforcement Learning
  18 Sep 2016 7 repositories listed
• Deep Reinforcement Learning from Self-Play in Imperfect-Information Games
  3 Mar 2016 7 repositories listed
• Deep Reinforcement Learning in Parameterized Action Space
  13 Nov 2015 7 repositories listed Syntology community repositories only · 2 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; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• Self-timed Reinforcement Learning using Tsetlin Machine
  2 Sep 2021 6 repositories listed
• Munchausen Reinforcement Learning
  28 Jul 2020 6 repositories listed Syntology community repositories only · 12 ran (of which 11 constructed an object rather than computing a result; 12 with no instrument failure: 0 honoured, 1 violated, 11 with no contract checked; 0 where Syntology's instrument failed) · 10 unverified (of 22 harvested samples)
• AWAC: Accelerating Online Reinforcement Learning with Offline Datasets
  16 Jun 2020 6 repositories listed Syntology official: no sample here; runs from other or unrecorded repositories · 10 ran (of which 9 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 13 harvested samples) · 8 pointer-only (licence)
• Never Give Up: Learning Directed Exploration Strategies
  14 Feb 2020 6 repositories listed Syntology 7 ran (of which 3 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 2 where Syntology's instrument failed) · 7 unverified (of 14 harvested samples)
• PCGRL: Procedural Content Generation via Reinforcement Learning
  24 Jan 2020 6 repositories listed Syntology official (archive's flag): 3 ran · 5 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; 2 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 2 pointer-only (licence)
• Covariance Matrix Adaptation for the Rapid Illumination of Behavior Space
  5 Dec 2019 6 repositories listed Syntology community repositories only · 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)
• Leveraging Procedural Generation to Benchmark Reinforcement Learning
  3 Dec 2019 6 repositories listed Syntology official (archive's flag): 3 ran · 12 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 2 honoured, 1 violated, 5 with no contract checked; 4 where Syntology's instrument failed) · 3 unverified (of 15 harvested samples) · 12 pointer-only (licence)
• Fully Parameterized Quantile Function for Distributional Reinforcement Learning
  5 Nov 2019 6 repositories listed Syntology 6 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; 1 where Syntology's instrument failed) · 4 unverified (of 10 harvested samples)
• Searching for A Robust Neural Architecture in Four GPU Hours
  10 Oct 2019 6 repositories listed
• Advantage-Weighted Regression: Simple and Scalable Off-Policy Reinforcement Learning
  1 Oct 2019 6 repositories listed
• Unsupervised Learning of Object Keypoints for Perception and Control
  19 Jun 2019 6 repositories listed Syntology community repositories only · 10 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; 4 where Syntology's instrument failed) · 1 unverified (of 11 harvested samples) · 4 pointer-only (licence)
• Learning to Paint With Model-based Deep Reinforcement Learning
  11 Mar 2019 6 repositories listed Syntology official (archive's flag): 6 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) · 6 unverified (of 13 harvested samples) · 1 pointer-only (licence)
• NSCaching: Simple and Efficient Negative Sampling for Knowledge Graph Embedding
  16 Dec 2018 6 repositories listed
• Learning to Compose Dynamic Tree Structures for Visual Contexts
  5 Dec 2018 6 repositories listed Syntology 10 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 1 violated, 8 with no contract checked; 1 where Syntology's instrument failed) · 4 unverified (of 14 harvested samples) · 1 pointer-only (licence)
• ProMP: Proximal Meta-Policy Search
  16 Oct 2018 6 repositories listed Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 4 harvested samples)
• Near-Optimal Representation Learning for Hierarchical Reinforcement Learning
  2 Oct 2018 6 repositories listed
• Evolution-Guided Policy Gradient in Reinforcement Learning
  21 May 2018 6 repositories listed Syntology community repositories only · 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) · 2 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Motion Planning Among Dynamic, Decision-Making Agents with Deep Reinforcement Learning
  4 May 2018 6 repositories listed Syntology community repositories only · 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) · 1 unverified (of 6 harvested samples)
• DeepMimic: Example-Guided Deep Reinforcement Learning of Physics-Based Character Skills
  8 Apr 2018 6 repositories listed
• Safe Exploration in Continuous Action Spaces
  26 Jan 2018 6 repositories listed Syntology 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)
• DeepTraffic: Crowdsourced Hyperparameter Tuning of Deep Reinforcement Learning Systems for Multi-Agent Dense Traffic Navigation
  9 Jan 2018 6 repositories listed
• Deep Reinforcement Learning for Unsupervised Video Summarization with Diversity-Representativeness Reward
  29 Dec 2017 6 repositories listed Syntology community repositories only · 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)
• PixelSNAIL: An Improved Autoregressive Generative Model
  28 Dec 2017 6 repositories listed Syntology community repositories only · 6 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; 5 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples) · 3 pointer-only (licence)
• Stochastic Answer Networks for Machine Reading Comprehension
  10 Dec 2017 6 repositories listed
• Long Text Generation via Adversarial Training with Leaked Information
  24 Sep 2017 6 repositories listed Syntology community repositories only · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Learning with Opponent-Learning Awareness
  13 Sep 2017 6 repositories listed Syntology community repositories only · 3 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; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Solving high-dimensional partial differential equations using deep learning
  9 Jul 2017 6 repositories listed Syntology 0 ran · 1 unverified (of 1 harvested sample)
• Emergence of Locomotion Behaviours in Rich Environments
  7 Jul 2017 6 repositories listed
• Criticality as It Could Be: organizational invariance as self-organized criticality in embodied agents
  18 Apr 2017 6 repositories listed
• Virtual to Real Reinforcement Learning for Autonomous Driving
  13 Apr 2017 6 repositories listed
• Deep Q-learning from Demonstrations
  12 Apr 2017 6 repositories listed
• Deep Exploration via Bootstrapped DQN
  15 Feb 2016 6 repositories 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) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• LIMA: Less Is More for Alignment
  18 May 2023 5 repositories listed
• Reflexion: Language Agents with Verbal Reinforcement Learning
  20 Mar 2023 5 repositories listed Syntology community repositories only · 8 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; 2 where Syntology's instrument failed) · 1 unverified (of 9 harvested samples) · 1 pointer-only (licence)
• CORL: Research-oriented Deep Offline Reinforcement Learning Library
  13 Oct 2022 5 repositories listed Syntology official (archive's flag): 2 ran · 2 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; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble
  4 Oct 2021 5 repositories listed Syntology 13 ran (of which 11 constructed an object rather than computing a result; 12 with no instrument failure: 0 honoured, 0 violated, 12 with no contract checked; 1 where Syntology's instrument failed) · 8 unverified (of 21 harvested samples) · 6 pointer-only (licence)
• Safe Learning in Robotics: From Learning-Based Control to Safe Reinforcement Learning
  13 Aug 2021 5 repositories listed
• Gym-μRTS: Toward Affordable Full Game Real-time Strategy Games Research with Deep Reinforcement Learning
  21 May 2021 5 repositories listed
• Evolving Reinforcement Learning Algorithms
  8 Jan 2021 5 repositories listed
• Acme: A Research Framework for Distributed Reinforcement Learning
  1 Jun 2020 5 repositories listed
• Agent57: Outperforming the Atari Human Benchmark
  30 Mar 2020 5 repositories listed Syntology 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 9 harvested samples)
• Stabilizing Transformers for Reinforcement Learning
  13 Oct 2019 5 repositories listed Syntology 3 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; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Network Randomization: A Simple Technique for Generalization in Deep Reinforcement Learning
  11 Oct 2019 5 repositories listed Syntology official (archive's flag): 2 ran · 2 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; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• Benchmarking Batch Deep Reinforcement Learning Algorithms
  3 Oct 2019 5 repositories listed
• Multi-Agent Deep Reinforcement Learning for Liquidation Strategy Analysis
  24 Jun 2019 5 repositories listed
• SQIL: Imitation Learning via Reinforcement Learning with Sparse Rewards
  27 May 2019 5 repositories listed
• CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity
  14 Feb 2019 5 repositories listed
• Decoupling feature extraction from policy learning: assessing benefits of state representation learning in goal based robotics
  24 Jan 2019 5 repositories listed
• Learning to Design RNA
  31 Dec 2018 5 repositories 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, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• An Introduction to Deep Reinforcement Learning
  30 Nov 2018 5 repositories listed
• Deep Reinforcement Learning based Recommendation with Explicit User-Item Interactions Modeling
  29 Oct 2018 5 repositories listed
• Deep Reinforcement Learning
  15 Oct 2018 5 repositories listed Syntology official: harvested, nothing ran · 0 ran · 2 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Parametrized Deep Q-Networks Learning: Reinforcement Learning with Discrete-Continuous Hybrid Action Space
  10 Oct 2018 5 repositories listed Syntology 2 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; 1 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
• Variational Discriminator Bottleneck: Improving Imitation Learning, Inverse RL, and GANs by Constraining Information Flow
  1 Oct 2018 5 repositories 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) · 4 unverified (of 13 harvested samples)
• S-RL Toolbox: Environments, Datasets and Evaluation Metrics for State Representation Learning
  25 Sep 2018 5 repositories listed
• Adversarial Deep Reinforcement Learning in Portfolio Management
  29 Aug 2018 5 repositories listed
• Neural Architecture Optimization
  22 Aug 2018 5 repositories listed
• Large-Scale Study of Curiosity-Driven Learning
  13 Aug 2018 5 repositories listed Syntology community repositories only · 3 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; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Distributed Distributional Deterministic Policy Gradients
  23 Apr 2018 5 repositories listed
• Differentiable plasticity: training plastic neural networks with backpropagation
  6 Apr 2018 5 repositories listed Syntology official: not harvested · 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Reinforcement Learning on Web Interfaces Using Workflow-Guided Exploration
  24 Feb 2018 5 repositories listed Syntology community repositories only · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 9 harvested samples) · 9 pointer-only (licence)
• Fully Decentralized Multi-Agent Reinforcement Learning with Networked Agents
  23 Feb 2018 5 repositories listed
• Model compression via distillation and quantization
  15 Feb 2018 5 repositories listed Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 2 pointer-only (licence)
• DiCE: The Infinitely Differentiable Monte-Carlo Estimator
  14 Feb 2018 5 repositories listed

Syntology lines on 57 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.