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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 4 of 135: papers 301 to 400 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.

• QUOTA: The Quantile Option Architecture for Reinforcement Learning
  5 Nov 2018 3 repositories listed Syntology community repositories only · 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) · 2 pointer-only (licence)
• Social Influence as Intrinsic Motivation for Multi-Agent Deep Reinforcement Learning
  19 Oct 2018 3 repositories listed
• Actor-Attention-Critic for Multi-Agent Reinforcement Learning
  5 Oct 2018 3 repositories listed Syntology official (archive's flag): 4 ran · 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) · 1 unverified (of 7 harvested samples)
• Deep Quality-Value (DQV) Learning
  30 Sep 2018 3 repositories listed
• Dynamic Weights in Multi-Objective Deep Reinforcement Learning
  20 Sep 2018 3 repositories listed
• Decoupling Strategy and Generation in Negotiation Dialogues
  29 Aug 2018 3 repositories listed Syntology community repositories only · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 9 harvested samples)
• Bipedal Walking Robot using Deep Deterministic Policy Gradient
  16 Jul 2018 3 repositories listed
• Scheduled Policy Optimization for Natural Language Communication with Intelligent Agents
  16 Jun 2018 3 repositories listed
• Maximum a Posteriori Policy Optimisation
  14 Jun 2018 3 repositories listed
• Transfer Learning for Related Reinforcement Learning Tasks via Image-to-Image Translation
  31 May 2018 3 repositories listed
• Deep Reinforcement Learning For Sequence to Sequence Models
  24 May 2018 3 repositories listed Syntology official (archive's flag): 12 ran · 16 ran (of which 0 constructed an object rather than computing a result; 15 with no instrument failure: 0 honoured, 0 violated, 15 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 17 harvested samples) · 2 pointer-only (licence)
• Toward Diverse Text Generation with Inverse Reinforcement Learning
  30 Apr 2018 3 repositories listed
• Gotta Learn Fast: A New Benchmark for Generalization in RL
  10 Apr 2018 3 repositories listed
• Deep Reinforcement Learning for Traffic Light Control in Vehicular Networks
  29 Mar 2018 3 repositories listed
• Synthesizing Neural Network Controllers with Probabilistic Model based Reinforcement Learning
  6 Mar 2018 3 repositories listed
• Mean Field Multi-Agent Reinforcement Learning
  15 Feb 2018 3 repositories listed Syntology official (archive's flag): 1 ran · 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) · 2 pointer-only (licence)
• Jointly Learning to Construct and Control Agents using Deep Reinforcement Learning
  4 Jan 2018 3 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) · 0 unverified (of 2 harvested samples) · 1 pointer-only (licence)
• RLlib: Abstractions for Distributed Reinforcement Learning
  26 Dec 2017 3 repositories listed
• MAgent: A Many-Agent Reinforcement Learning Platform for Artificial Collective Intelligence
  2 Dec 2017 3 repositories listed
• A2-RL: Aesthetics Aware Reinforcement Learning for Image Cropping
  14 Sep 2017 3 repositories listed
• ChemGAN challenge for drug discovery: can AI reproduce natural chemical diversity?
  28 Aug 2017 3 repositories listed
• Efficient Architecture Search by Network Transformation
  16 Jul 2017 3 repositories listed
• Efficient Probabilistic Performance Bounds for Inverse Reinforcement Learning
  3 Jul 2017 3 repositories listed Syntology community repositories only · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 3 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Reinforced Mnemonic Reader for Machine Reading Comprehension
  8 May 2017 3 repositories listed
• From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal Likelihood
  25 Apr 2017 3 repositories listed
• Molecular De Novo Design through Deep Reinforcement Learning
  25 Apr 2017 3 repositories listed
• Hybrid Code Networks: practical and efficient end-to-end dialog control with supervised and reinforcement learning
  10 Feb 2017 3 repositories listed Syntology 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples)
• An Alternative Softmax Operator for Reinforcement Learning
  16 Dec 2016 3 repositories listed
• Cryptocurrency Portfolio Management with Deep Reinforcement Learning
  5 Dec 2016 3 repositories listed Syntology official (archive's flag): 3 ran · 4 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; 3 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• Reinforcement Learning through Asynchronous Advantage Actor-Critic on a GPU
  18 Nov 2016 3 repositories listed
• Reinforcement Learning with Unsupervised Auxiliary Tasks
  16 Nov 2016 3 repositories listed
• #Exploration: A Study of Count-Based Exploration for Deep Reinforcement Learning
  15 Nov 2016 3 repositories listed
• A Connection between Generative Adversarial Networks, Inverse Reinforcement Learning, and Energy-Based Models
  11 Nov 2016 3 repositories listed Syntology 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 7 harvested samples)
• Input Convex Neural Networks
  22 Sep 2016 3 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: 2 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
• Model-Free Episodic Control
  14 Jun 2016 3 repositories listed Syntology 0 ran · 1 unverified (of 1 harvested sample)
• Safe and Efficient Off-Policy Reinforcement Learning
  8 Jun 2016 3 repositories listed
• Learning to Communicate with Deep Multi-Agent Reinforcement Learning
  21 May 2016 3 repositories listed
• Data-Efficient Off-Policy Policy Evaluation for Reinforcement Learning
  4 Apr 2016 3 repositories listed
• Learning to Compose Neural Networks for Question Answering
  7 Jan 2016 3 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) · 0 unverified (of 2 harvested samples)
• Taming the Noise in Reinforcement Learning via Soft Updates
  28 Dec 2015 3 repositories listed
• Deep Attention Recurrent Q-Network
  5 Dec 2015 3 repositories listed
• Actor-Mimic: Deep Multitask and Transfer Reinforcement Learning
  19 Nov 2015 3 repositories listed
• Active Object Localization with Deep Reinforcement Learning
  18 Nov 2015 3 repositories listed
• Deep Reinforcement Learning with a Natural Language Action Space
  14 Nov 2015 3 repositories listed
• Reinforcement Learning with Parameterized Actions
  5 Sep 2015 3 repositories listed Syntology 6 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 0 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples)
• Giraffe: Using Deep Reinforcement Learning to Play Chess
  4 Sep 2015 3 repositories listed
• Massively Parallel Methods for Deep Reinforcement Learning
  15 Jul 2015 3 repositories listed
• Language Understanding for Text-based Games Using Deep Reinforcement Learning
  30 Jun 2015 3 repositories listed
• The Arcade Learning Environment: An Evaluation Platform for General Agents
  19 Jul 2012 3 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) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Co-Evolving LLM Coder and Unit Tester via Reinforcement Learning
  3 Jun 2025 2 repositories listed Syntology community repositories only · 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) · 2 pointer-only (licence)
• Advancing Multimodal Reasoning via Reinforcement Learning with Cold Start
  28 May 2025 2 repositories listed
• 4Hammer: a board-game reinforcement learning environment for the hour long time frame
  19 May 2025 2 repositories listed
• Meta-World+: An Improved, Standardized, RL Benchmark
  16 May 2025 2 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: 1 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 1 pointer-only (licence)
• A Clean Slate for Offline Reinforcement Learning
  15 Apr 2025 2 repositories listed
• Lightweight and Direct Document Relevance Optimization for Generative Information Retrieval
  7 Apr 2025 2 repositories listed
• Towards Optimal Adversarial Robust Reinforcement Learning with Infinity Measurement Error
  23 Feb 2025 2 repositories listed
• EvoRL: A GPU-accelerated Framework for Evolutionary Reinforcement Learning
  25 Jan 2025 2 repositories listed
• Offline Reinforcement Learning for LLM Multi-Step Reasoning
  20 Dec 2024 2 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, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
• Latent Reward: LLM-Empowered Credit Assignment in Episodic Reinforcement Learning
  15 Dec 2024 2 repositories listed
• Improve Vision Language Model Chain-of-thought Reasoning
  21 Oct 2024 2 repositories listed Syntology official (archive's flag): 5 ran · 18 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 0 honoured, 3 violated, 10 with no contract checked; 5 where Syntology's instrument failed) · 4 unverified (of 22 harvested samples) · 22 pointer-only (licence)
• It Takes Two to Tango: Directly Optimizing for Constrained Synthesizability in Generative Molecular Design
  15 Oct 2024 2 repositories listed Syntology community repositories only · 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)
• Enhancing Multi-Step Reasoning Abilities of Language Models through Direct Q-Function Optimization
  11 Oct 2024 2 repositories listed
• Reinforcement Learning-based Model Predictive Control for Greenhouse Climate Control
  19 Sep 2024 2 repositories listed
• Training Language Models to Self-Correct via Reinforcement Learning
  19 Sep 2024 2 repositories listed
• Sparsifying Parametric Models with L0 Regularization
  5 Sep 2024 2 repositories listed
• Multi-Agent Reinforcement Learning for Autonomous Driving: A Survey
  19 Aug 2024 2 repositories listed
• Gradient Boosting Reinforcement Learning
  11 Jul 2024 2 repositories listed
• Oralytics Reinforcement Learning Algorithm
  19 Jun 2024 2 repositories listed
• An Imitative Reinforcement Learning Framework for Autonomous Dogfight
  17 Jun 2024 2 repositories listed
• AlignSAM: Aligning Segment Anything Model to Open Context via Reinforcement Learning
  1 Jun 2024 2 repositories listed
• HOPE: A Reinforcement Learning-based Hybrid Policy Path Planner for Diverse Parking Scenarios
  31 May 2024 2 repositories listed
• Q-value Regularized Transformer for Offline Reinforcement Learning
  27 May 2024 2 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) · 2 unverified (of 8 harvested samples) · 3 pointer-only (licence)
• Highway Graph to Accelerate Reinforcement Learning
  20 May 2024 2 repositories listed
• On Robust Reinforcement Learning with Lipschitz-Bounded Policy Networks
  19 May 2024 2 repositories listed
• Reward Centering
  16 May 2024 2 repositories listed Syntology official (archive's flag): 1 ran · 9 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; 1 where Syntology's instrument failed) · 0 unverified (of 9 harvested samples) · 9 pointer-only (licence)
• ACEGEN: Reinforcement learning of generative chemical agents for drug discovery
  7 May 2024 2 repositories listed
• Model-based Reinforcement Learning for Parameterized Action Spaces
  3 Apr 2024 2 repositories listed Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 1 honoured, 0 violated, 5 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 9 harvested samples) · 9 pointer-only (licence)
• PeersimGym: An Environment for Solving the Task Offloading Problem with Reinforcement Learning
  26 Mar 2024 2 repositories listed
• The Edge-of-Reach Problem in Offline Model-Based Reinforcement Learning
  19 Feb 2024 2 repositories listed
• Performative Reinforcement Learning in Gradually Shifting Environments
  15 Feb 2024 2 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) · 0 unverified (of 2 harvested samples)
• Zero-Shot Reinforcement Learning via Function Encoders
  30 Jan 2024 2 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) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Off-Policy Primal-Dual Safe Reinforcement Learning
  26 Jan 2024 2 repositories listed Syntology official (archive's flag): 6 ran · 13 ran (of which 1 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 1 violated, 10 with no contract checked; 2 where Syntology's instrument failed) · 9 unverified (of 22 harvested samples) · 10 pointer-only (licence)
• Autonomous Driving using Residual Sensor Fusion and Deep Reinforcement Learning
  27 Dec 2023 2 repositories listed
• PDiT: Interleaving Perception and Decision-making Transformers for Deep Reinforcement Learning
  26 Dec 2023 2 repositories listed
• De novo Drug Design using Reinforcement Learning with Multiple GPT Agents
  21 Dec 2023 2 repositories listed Syntology official (archive's flag): 3 ran · 3 ran (of which 2 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) · 1 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• Optimizing Heat Alert Issuance with Reinforcement Learning
  21 Dec 2023 2 repositories listed
• XLand-MiniGrid: Scalable Meta-Reinforcement Learning Environments in JAX
  19 Dec 2023 2 repositories listed
• Active Reinforcement Learning for Robust Building Control
  16 Dec 2023 2 repositories listed
• RAT: Reinforcement-Learning-Driven and Adaptive Testing for Vulnerability Discovery in Web Application Firewalls
  13 Dec 2023 2 repositories listed
• Synergizing Quality-Diversity with Descriptor-Conditioned Reinforcement Learning
  10 Dec 2023 2 repositories listed Syntology official (archive's flag): 1 ran · 3 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; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 1 pointer-only (licence)
• Few-shot Multispectral Segmentation with Representations Generated by Reinforcement Learning
  20 Nov 2023 2 repositories listed
• Tactics2D: A Highly Modular and Extensible Simulator for Driving Decision-making
  18 Nov 2023 2 repositories listed
• DrM: Mastering Visual Reinforcement Learning through Dormant Ratio Minimization
  30 Oct 2023 2 repositories listed Syntology official (archive's flag): 6 ran · 10 ran (of which 3 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 2 where Syntology's instrument failed) · 4 unverified (of 14 harvested samples) · 6 pointer-only (licence)
• Dynamics Generalisation in Reinforcement Learning via Adaptive Context-Aware Policies
  25 Oct 2023 2 repositories listed Syntology official (archive's flag): 1 ran · 5 ran (of which 4 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• AGaLiTe: Approximate Gated Linear Transformers for Online Reinforcement Learning
  24 Oct 2023 2 repositories listed Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 0 violated, 4 with no contract checked; 2 where Syntology's instrument failed) · 4 unverified (of 11 harvested samples)
• Towards Robust Offline Reinforcement Learning under Diverse Data Corruption
  19 Oct 2023 2 repositories listed Syntology official (archive's flag): 2 ran · 5 ran (of which 2 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 2 where Syntology's instrument failed) · 4 unverified (of 9 harvested samples) · 9 pointer-only (licence)
• RLLTE: Long-Term Evolution Project of Reinforcement Learning
  28 Sep 2023 2 repositories listed Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples)
• A Toolkit for Reliable Benchmarking and Research in Multi-Objective Reinforcement Learning
  26 Sep 2023 2 repositories listed
• Zero-Shot Reinforcement Learning from Low Quality Data
  26 Sep 2023 2 repositories listed Syntology official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 1 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 8 unverified (of 18 harvested samples)
• RL-I2IT: Image-to-Image Translation with Deep Reinforcement Learning
  24 Sep 2023 2 repositories listed

Syntology lines on 34 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.