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Offline RL

Papers archive 2025-07-28

archive papers tagged: 755 · with a code link: 310 · where Syntology ran a sample: 164 (139 with a run with no instrument failure, 25 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (164 of 755 tagged: 139 with a run with no instrument failure, 25 where every run was a failure of Syntology's instrument)

Page 5 of 8: papers 401 to 500 of 755, 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.

• Optimization Solution Functions as Deterministic Policies for Offline Reinforcement Learning
  27 Aug 2024 0 repositories listed
• Unsupervised-to-Online Reinforcement Learning
  27 Aug 2024 0 repositories listed
• SUMO: Search-Based Uncertainty Estimation for Model-Based Offline Reinforcement Learning
  23 Aug 2024 0 repositories listed
• Domain Adaptation for Offline Reinforcement Learning with Limited Samples
  22 Aug 2024 0 repositories listed
• Integrating Multi-Modal Input Token Mixer Into Mamba-Based Decision Models: Decision MetaMamba
  20 Aug 2024 0 repositories listed
• Offline Model-Based Reinforcement Learning with Anti-Exploration
  20 Aug 2024 0 repositories listed
• Enhancing Reinforcement Learning Through Guided Search
  19 Aug 2024 0 repositories listed
• Model-based RL as a Minimalist Approach to Horizon-Free and Second-Order Bounds
  16 Aug 2024 0 repositories listed
• D5RL: Diverse Datasets for Data-Driven Deep Reinforcement Learning
  15 Aug 2024 0 repositories listed
• Hybrid Reinforcement Learning Breaks Sample Size Barriers in Linear MDPs
  8 Aug 2024 0 repositories listed
• Consistent time travel for realistic interactions with historical data: reinforcement learning for market making
  5 Aug 2024 0 repositories listed
• Diffusion-DICE: In-Sample Diffusion Guidance for Offline Reinforcement Learning
  29 Jul 2024 0 repositories listed
• Language-Conditioned Offline RL for Multi-Robot Navigation
  29 Jul 2024 0 repositories listed
• Sparsity-based Safety Conservatism for Constrained Offline Reinforcement Learning
  17 Jul 2024 0 repositories listed
• BECAUSE: Bilinear Causal Representation for Generalizable Offline Model-based Reinforcement Learning
  15 Jul 2024 0 repositories listed
• Pessimism Meets Risk: Risk-Sensitive Offline Reinforcement Learning
  10 Jul 2024 0 repositories listed
• FOSP: Fine-tuning Offline Safe Policy through World Models
  6 Jul 2024 0 repositories listed
• Robust Decision Transformer: Tackling Data Corruption in Offline RL via Sequence Modeling
  5 Jul 2024 0 repositories listed
• To Switch or Not to Switch? Balanced Policy Switching in Offline Reinforcement Learning
  1 Jul 2024 0 repositories listed
• Benchmarks for Reinforcement Learning with Biased Offline Data and Imperfect Simulators
  30 Jun 2024 0 repositories listed
• Model-based Offline Reinforcement Learning with Lower Expectile Q-Learning
  30 Jun 2024 0 repositories listed
• Preference Elicitation for Offline Reinforcement Learning
  26 Jun 2024 0 repositories listed
• Equivariant Offline Reinforcement Learning
  20 Jun 2024 0 repositories listed
• Urban-Focused Multi-Task Offline Reinforcement Learning with Contrastive Data Sharing
  20 Jun 2024 0 repositories listed
• Order-Optimal Instance-Dependent Bounds for Offline Reinforcement Learning with Preference Feedback
  18 Jun 2024 0 repositories listed
• The Role of Inherent Bellman Error in Offline Reinforcement Learning with Linear Function Approximation
  17 Jun 2024 0 repositories listed
• Binary Reward Labeling: Bridging Offline Preference and Reward-Based Reinforcement Learning
  14 Jun 2024 0 repositories listed
• A Dual Approach to Imitation Learning from Observations with Offline Datasets
  13 Jun 2024 0 repositories listed
• DiffPoGAN: Diffusion Policies with Generative Adversarial Networks for Offline Reinforcement Learning
  13 Jun 2024 0 repositories listed
• SeMOPO: Learning High-quality Model and Policy from Low-quality Offline Visual Datasets
  13 Jun 2024 0 repositories listed
• Augmenting Offline RL with Unlabeled Data
  11 Jun 2024 0 repositories listed
• CDSA: Conservative Denoising Score-based Algorithm for Offline Reinforcement Learning
  11 Jun 2024 0 repositories listed
• Integrating Domain Knowledge for handling Limited Data in Offline RL
  11 Jun 2024 0 repositories listed
• Discovering Multiple Solutions from a Single Task in Offline Reinforcement Learning
  10 Jun 2024 0 repositories listed
• Self-Play with Adversarial Critic: Provable and Scalable Offline Alignment for Language Models
  6 Jun 2024 0 repositories listed
• UDQL: Bridging The Gap between MSE Loss and The Optimal Value Function in Offline Reinforcement Learning
  5 Jun 2024 0 repositories listed
• A Fast Convergence Theory for Offline Decision Making
  3 Jun 2024 0 repositories listed
• Causal prompting model-based offline reinforcement learning
  3 Jun 2024 0 repositories listed
• Inverse Concave-Utility Reinforcement Learning is Inverse Game Theory
  29 May 2024 0 repositories listed
• Preferred-Action-Optimized Diffusion Policies for Offline Reinforcement Learning
  29 May 2024 0 repositories listed
• Unified Preference Optimization: Language Model Alignment Beyond the Preference Frontier
  28 May 2024 0 repositories listed
• OPERA: Automatic Offline Policy Evaluation with Re-weighted Aggregates of Multiple Estimators
  27 May 2024 0 repositories listed
• Trajectory Data Suffices for Statistically Efficient Learning in Offline RL with Linear q^π-Realizability and Concentrability
  27 May 2024 0 repositories listed
• Exclusively Penalized Q-learning for Offline Reinforcement Learning
  23 May 2024 0 repositories listed
• Offline RL via Feature-Occupancy Gradient Ascent
  22 May 2024 0 repositories listed
• Efficient Imitation Learning with Conservative World Models
  21 May 2024 0 repositories listed
• Towards Robust Policy: Enhancing Offline Reinforcement Learning with Adversarial Attacks and Defenses
  18 May 2024 0 repositories listed
• Ensemble Successor Representations for Task Generalization in Offline-to-Online Reinforcement Learning
  12 May 2024 0 repositories listed
• Improving Offline Reinforcement Learning with Inaccurate Simulators
  7 May 2024 0 repositories listed
• Out-of-Distribution Adaptation in Offline RL: Counterfactual Reasoning via Causal Normalizing Flows
  6 May 2024 0 repositories listed
• Robot Air Hockey: A Manipulation Testbed for Robot Learning with Reinforcement Learning
  6 May 2024 0 repositories listed
• Generalize by Touching: Tactile Ensemble Skill Transfer for Robotic Furniture Assembly
  26 Apr 2024 0 repositories listed
• Offline Reinforcement Learning with Behavioral Supervisor Tuning
  25 Apr 2024 0 repositories listed
• An Offline Reinforcement Learning Algorithm Customized for Multi-Task Fusion in Large-Scale Recommender Systems
  19 Apr 2024 0 repositories listed
• Data-Incremental Continual Offline Reinforcement Learning
  19 Apr 2024 0 repositories listed
• Offline Trajectory Generalization for Offline Reinforcement Learning
  16 Apr 2024 0 repositories listed
• Empowering Embodied Visual Tracking with Visual Foundation Models and Offline RL
  15 Apr 2024 0 repositories listed
• Generative Probabilistic Planning for Optimizing Supply Chain Networks
  11 Apr 2024 0 repositories listed
• Leveraging Domain-Unlabeled Data in Offline Reinforcement Learning across Two Domains
  11 Apr 2024 0 repositories listed
• CtRL-Sim: Reactive and Controllable Driving Agents with Offline Reinforcement Learning
  29 Mar 2024 0 repositories listed
• Scaling Vision-and-Language Navigation With Offline RL
  27 Mar 2024 0 repositories listed
• Uncertainty-aware Distributional Offline Reinforcement Learning
  26 Mar 2024 0 repositories listed
• Reinforcement Learning-based Recommender Systems with Large Language Models for State Reward and Action Modeling
  25 Mar 2024 0 repositories listed
• The Value of Reward Lookahead in Reinforcement Learning
  18 Mar 2024 0 repositories listed
• Minimax Optimal and Computationally Efficient Algorithms for Distributionally Robust Offline Reinforcement Learning
  14 Mar 2024 0 repositories listed
• Towards Optimizing Human-Centric Objectives in AI-Assisted Decision-Making With Offline Reinforcement Learning
  9 Mar 2024 0 repositories listed
• Why Online Reinforcement Learning is Causal
  7 Mar 2024 0 repositories listed
• Offline Fictitious Self-Play for Competitive Games
  29 Feb 2024 0 repositories listed
• Trajectory-wise Iterative Reinforcement Learning Framework for Auto-bidding
  23 Feb 2024 0 repositories listed
• Align Your Intents: Offline Imitation Learning via Optimal Transport
  20 Feb 2024 0 repositories listed
• Offline Multi-task Transfer RL with Representational Penalization
  19 Feb 2024 0 repositories listed
• Learning Goal-Conditioned Policies from Sub-Optimal Offline Data via Metric Learning
  16 Feb 2024 0 repositories listed
• Universal Black-Box Reward Poisoning Attack against Offline Reinforcement Learning
  15 Feb 2024 0 repositories listed
• Measurement Scheduling for ICU Patients with Offline Reinforcement Learning
  12 Feb 2024 0 repositories listed
• More Benefits of Being Distributional: Second-Order Bounds for Reinforcement Learning
  11 Feb 2024 0 repositories listed
• Federated Offline Reinforcement Learning: Collaborative Single-Policy Coverage Suffices
  8 Feb 2024 0 repositories listed
• Offline Actor-Critic Reinforcement Learning Scales to Large Models
  8 Feb 2024 0 repositories listed
• Real-World Fluid Directed Rigid Body Control via Deep Reinforcement Learning
  8 Feb 2024 0 repositories listed
• A Primal-Dual Algorithm for Offline Constrained Reinforcement Learning with Linear MDPs
  7 Feb 2024 0 repositories listed
• Contrastive Diffuser: Planning Towards High Return States via Contrastive Learning
  5 Feb 2024 0 repositories listed
• DiffStitch: Boosting Offline Reinforcement Learning with Diffusion-based Trajectory Stitching
  4 Feb 2024 0 repositories listed
• The Virtues of Pessimism in Inverse Reinforcement Learning
  4 Feb 2024 0 repositories listed
• Adaptive Q-Aid for Conditional Supervised Learning in Offline Reinforcement Learning
  3 Feb 2024 0 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) · 5 pointer-only (licence)
• Context-Former: Stitching via Latent Conditioned Sequence Modeling
  29 Jan 2024 0 repositories listed
• Multi-Object Navigation in real environments using hybrid policies
  24 Jan 2024 0 repositories listed
• MoMA: Model-based Mirror Ascent for Offline Reinforcement Learning
  21 Jan 2024 0 repositories listed
• Harnessing Density Ratios for Online Reinforcement Learning
  18 Jan 2024 0 repositories listed
• Solving Continual Offline Reinforcement Learning with Decision Transformer
  16 Jan 2024 0 repositories listed
• Optimistic Model Rollouts for Pessimistic Offline Policy Optimization
  11 Jan 2024 0 repositories listed
• MOTO: Offline Pre-training to Online Fine-tuning for Model-based Robot Learning
  6 Jan 2024 0 repositories listed
• On Sample-Efficient Offline Reinforcement Learning: Data Diversity, Posterior Sampling, and Beyond
  6 Jan 2024 0 repositories listed
• Adversarially Trained Weighted Actor-Critic for Safe Offline Reinforcement Learning
  1 Jan 2024 0 repositories listed
• CUDC: A Curiosity-Driven Unsupervised Data Collection Method with Adaptive Temporal Distances for Offline Reinforcement Learning
  19 Dec 2023 0 repositories listed
• Neural Network Approximation for Pessimistic Offline Reinforcement Learning
  19 Dec 2023 0 repositories listed
• Advancing RAN Slicing with Offline Reinforcement Learning
  16 Dec 2023 0 repositories listed
• Model-Based Epistemic Variance of Values for Risk-Aware Policy Optimization
  7 Dec 2023 0 repositories listed
• Diffused Task-Agnostic Milestone Planner
  6 Dec 2023 0 repositories listed
• Evaluation of Active Feature Acquisition Methods for Static Feature Settings
  6 Dec 2023 0 repositories listed
• H-GAP: Humanoid Control with a Generalist Planner
  5 Dec 2023 0 repositories listed
• Is Inverse Reinforcement Learning Harder than Standard Reinforcement Learning? A Theoretical Perspective
  29 Nov 2023 0 repositories listed

Syntology lines on 1 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.