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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 50 of 132: papers 4,901 to 5,000 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.

• Video to Video Generative Adversarial Network for Few-shot Learning Based on Policy Gradient
  28 Oct 2024 0 repositories listed
• Efficient Diversity-based Experience Replay for Deep Reinforcement Learning
  27 Oct 2024 0 repositories listed
• Overcoming the Sim-to-Real Gap: Leveraging Simulation to Learn to Explore for Real-World RL
  26 Oct 2024 0 repositories listed
• Uncertainty-Penalized Direct Preference Optimization
  26 Oct 2024 0 repositories listed
• Evolving choice hysteresis in reinforcement learning: comparing the adaptive value of positivity bias and gradual perseveration
  25 Oct 2024 0 repositories listed
• MILES: Making Imitation Learning Easy with Self-Supervision
  25 Oct 2024 0 repositories listed
• Multi-Agent Reinforcement Learning with Selective State-Space Models
  25 Oct 2024 0 repositories listed
• Offline-to-Online Multi-Agent Reinforcement Learning with Offline Value Function Memory and Sequential Exploration
  25 Oct 2024 0 repositories listed
• On-Robot Reinforcement Learning with Goal-Contrastive Rewards
  25 Oct 2024 0 repositories listed
• Provably Adaptive Average Reward Reinforcement Learning for Metric Spaces
  25 Oct 2024 0 repositories listed
• Random Policy Enables In-Context Reinforcement Learning within Trust Horizons
  25 Oct 2024 0 repositories listed
• PointPatchRL -- Masked Reconstruction Improves Reinforcement Learning on Point Clouds
  24 Oct 2024 0 repositories listed
• Reinforcement Learning the Chromatic Symmetric Function
  24 Oct 2024 0 repositories listed
• SAMG: State-Action-Aware Offline-to-Online Reinforcement Learning with Offline Model Guidance
  24 Oct 2024 0 repositories listed
• The Hive Mind is a Single Reinforcement Learning Agent
  23 Oct 2024 0 repositories listed
• Multimodal Information Bottleneck for Deep Reinforcement Learning with Multiple Sensors
  23 Oct 2024 0 repositories listed
• Reinforcement Learning under Latent Dynamics: Toward Statistical and Algorithmic Modularity
  23 Oct 2024 0 repositories listed
• SPIRE: Synergistic Planning, Imitation, and Reinforcement Learning for Long-Horizon Manipulation
  23 Oct 2024 0 repositories listed
• DROP: Distributional and Regular Optimism and Pessimism for Reinforcement Learning
  22 Oct 2024 0 repositories listed
• Episodic Future Thinking Mechanism for Multi-agent Reinforcement Learning
  22 Oct 2024 0 repositories listed
• Large Language Models are In-context Preference Learners
  22 Oct 2024 0 repositories listed
• Hierarchical Multi-agent Reinforcement Learning for Cyber Network Defense
  22 Oct 2024 0 repositories listed
• Multi-Modal Transformer and Reinforcement Learning-based Beam Management
  22 Oct 2024 0 repositories listed
• QuasiNav: Asymmetric Cost-Aware Navigation Planning with Constrained Quasimetric Reinforcement Learning
  22 Oct 2024 0 repositories listed
• Curriculum Reinforcement Learning for Complex Reward Functions
  22 Oct 2024 0 repositories listed
• A Plug-and-Play Fully On-the-Job Real-Time Reinforcement Learning Algorithm for a Direct-Drive Tandem-Wing Experiment Platforms Under Multiple Random Operating Conditions
  21 Oct 2024 0 repositories listed
• Advancements in Electric Vehicle Charging Optimization: A Survey of Reinforcement Learning Approaches
  21 Oct 2024 0 repositories listed
• AttentionPainter: An Efficient and Adaptive Stroke Predictor for Scene Painting
  21 Oct 2024 0 repositories listed
• Offline reinforcement learning for job-shop scheduling problems
  21 Oct 2024 0 repositories listed
• RGMDT: Return-Gap-Minimizing Decision Tree Extraction in Non-Euclidean Metric Space
  21 Oct 2024 0 repositories listed
• Understanding and Alleviating Memory Consumption in RLHF for LLMs
  21 Oct 2024 0 repositories listed
• AssemblyComplete: 3D Combinatorial Construction with Deep Reinforcement Learning
  20 Oct 2024 0 repositories listed
• A Novel Reinforcement Learning Model for Post-Incident Malware Investigations
  19 Oct 2024 0 repositories listed
• GNNRL-Smoothing: A Prior-Free Reinforcement Learning Model for Mesh Smoothing
  19 Oct 2024 0 repositories listed
• Hierarchical Reinforced Trader (HRT): A Bi-Level Approach for Optimizing Stock Selection and Execution
  19 Oct 2024 0 repositories listed
• Semantic Information G Theory for Range Control with Tradeoff between Purposiveness and Efficiency
  19 Oct 2024 0 repositories listed
• Harnessing Causality in Reinforcement Learning With Bagged Decision Times
  18 Oct 2024 0 repositories listed
• Interpretable end-to-end Neurosymbolic Reinforcement Learning agents
  18 Oct 2024 0 repositories listed
• Inverse Reinforcement Learning from Non-Stationary Learning Agents
  18 Oct 2024 0 repositories listed
• Online Reinforcement Learning with Passive Memory
  18 Oct 2024 0 repositories listed
• Reinforcement Learning in Non-Markov Market-Making
  18 Oct 2024 0 repositories listed
• Transfer Reinforcement Learning in Heterogeneous Action Spaces using Subgoal Mapping
  18 Oct 2024 0 repositories listed
• Utilizing Large Language Models for Event Deconstruction to Enhance Multimodal Aspect-Based Sentiment Analysis
  18 Oct 2024 0 repositories listed
• Adversarial Inception Backdoor Attacks against Reinforcement Learning
  17 Oct 2024 0 repositories listed
• Approximating Auction Equilibria with Reinforcement Learning
  17 Oct 2024 0 repositories listed
• Guided Reinforcement Learning for Robust Multi-Contact Loco-Manipulation
  17 Oct 2024 0 repositories listed
• Is Prior-Free Black-Box Non-Stationary Reinforcement Learning Feasible?
  17 Oct 2024 0 repositories listed
• Rethinking Optimal Transport in Offline Reinforcement Learning
  17 Oct 2024 0 repositories listed
• Dynamic Learning Rate for Deep Reinforcement Learning: A Bandit Approach
  16 Oct 2024 0 repositories listed
• GAN Based Top-Down View Synthesis in Reinforcement Learning Environments
  16 Oct 2024 0 repositories listed
• Insights from the Inverse: Reconstructing LLM Training Goals Through Inverse RL
  16 Oct 2024 0 repositories listed
• Spectrum Sharing using Deep Reinforcement Learning in Vehicular Networks
  16 Oct 2024 0 repositories listed
• Advanced Persistent Threats (APT) Attribution Using Deep Reinforcement Learning
  15 Oct 2024 0 repositories listed
• Disentangled Unsupervised Skill Discovery for Efficient Hierarchical Reinforcement Learning
  15 Oct 2024 0 repositories listed
• DODT: Enhanced Online Decision Transformer Learning through Dreamer's Actor-Critic Trajectory Forecasting
  15 Oct 2024 0 repositories listed
• Multi-objective Reinforcement Learning: A Tool for Pluralistic Alignment
  15 Oct 2024 0 repositories listed
• Physical Informed-Inspired Deep Reinforcement Learning Based Bi-Level Programming for Microgrid Scheduling
  15 Oct 2024 0 repositories listed
• Solving The Dynamic Volatility Fitting Problem: A Deep Reinforcement Learning Approach
  15 Oct 2024 0 repositories listed
• Action Gaps and Advantages in Continuous-Time Distributional Reinforcement Learning
  14 Oct 2024 0 repositories 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)
• Burning RED: Unlocking Subtask-Driven Reinforcement Learning and Risk-Awareness in Average-Reward Markov Decision Processes
  14 Oct 2024 0 repositories listed
• Compositional Shielding and Reinforcement Learning for Multi-Agent Systems
  14 Oct 2024 0 repositories listed
• Diversity-Aware Reinforcement Learning for de novo Drug Design
  14 Oct 2024 0 repositories listed
• Enhancing Robustness in Deep Reinforcement Learning: A Lyapunov Exponent Approach
  14 Oct 2024 0 repositories listed
• QE-EBM: Using Quality Estimators as Energy Loss for Machine Translation
  14 Oct 2024 0 repositories listed
• Meta-Reinforcement Learning with Universal Policy Adaptation: Provable Near-Optimality under All-task Optimum Comparator
  13 Oct 2024 0 repositories listed
• ActSafe: Active Exploration with Safety Constraints for Reinforcement Learning
  12 Oct 2024 0 repositories listed
• Reinforcement Learning in Hyperbolic Spaces: Models and Experiments
  12 Oct 2024 0 repositories listed
• Towards a Domain-Specific Modelling Environment for Reinforcement Learning
  12 Oct 2024 0 repositories listed
• Hierarchical Universal Value Function Approximators
  11 Oct 2024 0 repositories listed
• SOLD: Slot Object-Centric Latent Dynamics Models for Relational Manipulation Learning from Pixels
  11 Oct 2024 0 repositories listed
• Efficient Reinforcement Learning with Large Language Model Priors
  10 Oct 2024 0 repositories listed
• Neuroplastic Expansion in Deep Reinforcement Learning
  10 Oct 2024 0 repositories listed
• Offline Hierarchical Reinforcement Learning via Inverse Optimization
  10 Oct 2024 0 repositories listed
• Offline Inverse Constrained Reinforcement Learning for Safe-Critical Decision Making in Healthcare
  10 Oct 2024 0 repositories listed
• On the grid-sampling limit SDE
  10 Oct 2024 0 repositories listed
• Probabilistic Satisfaction of Temporal Logic Constraints in Reinforcement Learning via Adaptive Policy-Switching
  10 Oct 2024 0 repositories listed
• On Reward Transferability in Adversarial Inverse Reinforcement Learning: Insights from Random Matrix Theory
  10 Oct 2024 0 repositories listed
• Fostering Intrinsic Motivation in Reinforcement Learning with Pretrained Foundation Models
  9 Oct 2024 0 repositories listed
• Honesty to Subterfuge: In-Context Reinforcement Learning Can Make Honest Models Reward Hack
  9 Oct 2024 0 repositories listed
• MotionRL: Align Text-to-Motion Generation to Human Preferences with Multi-Reward Reinforcement Learning
  9 Oct 2024 0 repositories listed
• ReinDiffuse: Crafting Physically Plausible Motions with Reinforced Diffusion Model
  9 Oct 2024 0 repositories listed
• Transfer Learning for a Class of Cascade Dynamical Systems
  9 Oct 2024 0 repositories listed
• Efficient Policy Evaluation with Safety Constraint for Reinforcement Learning
  8 Oct 2024 0 repositories listed
• Reinforcement Learning From Imperfect Corrective Actions And Proxy Rewards
  8 Oct 2024 0 repositories listed
• Direct Preference Optimization for LLM-Enhanced Recommendation Systems
  8 Oct 2024 0 repositories listed
• Solving Multi-Goal Robotic Tasks with Decision Transformer
  8 Oct 2024 0 repositories listed
• AlphaRouter: Quantum Circuit Routing with Reinforcement Learning and Tree Search
  7 Oct 2024 0 repositories listed
• Designing a Classifier for Active Fire Detection from Multispectral Satellite Imagery Using Neural Architecture Search
  7 Oct 2024 0 repositories listed
• Efficient Model-Based Reinforcement Learning Through Optimistic Thompson Sampling
  7 Oct 2024 0 repositories listed
• HERO: Human-Feedback Efficient Reinforcement Learning for Online Diffusion Model Finetuning
  7 Oct 2024 0 repositories listed
• Mastering Chinese Chess AI (Xiangqi) Without Search
  7 Oct 2024 0 repositories listed
• Towards using Reinforcement Learning for Scaling and Data Replication in Cloud Systems
  7 Oct 2024 0 repositories listed
• AdaMemento: Adaptive Memory-Assisted Policy Optimization for Reinforcement Learning
  6 Oct 2024 0 repositories listed
• Data-driven Under Frequency Load Shedding Using Reinforcement Learning
  6 Oct 2024 0 repositories listed
• Toward Debugging Deep Reinforcement Learning Programs with RLExplorer
  6 Oct 2024 0 repositories listed
• Latent Action Priors for Locomotion with Deep Reinforcement Learning
  4 Oct 2024 0 repositories listed
• Training on more Reachable Tasks for Generalisation in Reinforcement Learning
  4 Oct 2024 0 repositories listed
• Cross-Embodiment Dexterous Grasping with Reinforcement Learning
  3 Oct 2024 0 repositories listed
• Doubly Optimal Policy Evaluation for Reinforcement Learning
  3 Oct 2024 0 repositories listed
• Dual Active Learning for Reinforcement Learning from Human Feedback
  3 Oct 2024 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.