Browse State-of-the-Art › Reinforcement Learning (RL) › Papers, page 65

Reinforcement Learning (RL)

Papers archive 2025-07-28

archive papers tagged: 15,113 · with a code link: 4,749 · where Syntology ran a sample: 1,416 (1,186 with a run with no instrument failure, 230 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (1,416 of 15,113 tagged: 1,186 with a run with no instrument failure, 230 where every run was a failure of Syntology's instrument)

Page 65 of 152: papers 6,401 to 6,500 of 15,113, 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.

• Discovering Command and Control (C2) Channels on Tor and Public Networks Using Reinforcement Learning
  14 Feb 2024 0 repositories listed
• Exploiting Estimation Bias in Clipped Double Q-Learning for Continous Control Reinforcement Learning Tasks
  14 Feb 2024 0 repositories listed
• How does Your RL Agent Explore? An Optimal Transport Analysis of Occupancy Measure Trajectories
  14 Feb 2024 0 repositories listed
• Steady-State Error Compensation for Reinforcement Learning with Quadratic Rewards
  14 Feb 2024 0 repositories listed
• Towards Robust Model-Based Reinforcement Learning Against Adversarial Corruption
  14 Feb 2024 0 repositories listed
• Intelligent Agricultural Management Considering N₂O Emission and Climate Variability with Uncertainties
  13 Feb 2024 0 repositories listed
• Optimal Task Assignment and Path Planning using Conflict-Based Search with Precedence and Temporal Constraints
  13 Feb 2024 0 repositories listed
• PRDP: Proximal Reward Difference Prediction for Large-Scale Reward Finetuning of Diffusion Models
  13 Feb 2024 0 repositories listed
• Provable Traffic Rule Compliance in Safe Reinforcement Learning on the Open Sea
  13 Feb 2024 0 repositories listed
• Auxiliary Reward Generation with Transition Distance Representation Learning
  12 Feb 2024 0 repositories listed
• IR-Aware ECO Timing Optimization Using Reinforcement Learning
  12 Feb 2024 0 repositories listed
• Near-Minimax-Optimal Distributional Reinforcement Learning with a Generative Model
  12 Feb 2024 0 repositories listed
• Future Prediction Can be a Strong Evidence of Good History Representation in Partially Observable Environments
  11 Feb 2024 0 repositories listed
• Natural Language Reinforcement Learning
  11 Feb 2024 0 repositories listed
• Principled Penalty-based Methods for Bilevel Reinforcement Learning and RLHF
  10 Feb 2024 0 repositories listed
• ACTER: Diverse and Actionable Counterfactual Sequences for Explaining and Diagnosing RL Policies
  9 Feb 2024 0 repositories listed
• High-Precision Geosteering via Reinforcement Learning and Particle Filters
  9 Feb 2024 0 repositories listed
• Learn to Teach: Sample-Efficient Privileged Learning for Humanoid Locomotion over Diverse Terrains
  9 Feb 2024 0 repositories listed
• RLEEGNet: Integrating Brain-Computer Interfaces with Adaptive AI for Intuitive Responsiveness and High-Accuracy Motor Imagery Classification
  9 Feb 2024 0 repositories listed
• Value function interference and greedy action selection in value-based multi-objective reinforcement learning
  9 Feb 2024 0 repositories listed
• Differentially Private Deep Model-Based Reinforcement Learning
  8 Feb 2024 0 repositories listed
• Federated Offline Reinforcement Learning: Collaborative Single-Policy Coverage Suffices
  8 Feb 2024 0 repositories listed
• Real-World Fluid Directed Rigid Body Control via Deep Reinforcement Learning
  8 Feb 2024 0 repositories listed
• Scaling Intelligent Agents in Combat Simulations for Wargaming
  8 Feb 2024 0 repositories listed
• Context in Public Health for Underserved Communities: A Bayesian Approach to Online Restless Bandits
  7 Feb 2024 0 repositories listed
• A Primal-Dual Algorithm for Offline Constrained Reinforcement Learning with Linear MDPs
  7 Feb 2024 0 repositories listed
• Code as Reward: Empowering Reinforcement Learning with VLMs
  7 Feb 2024 0 repositories listed
• Convergence for Natural Policy Gradient on Infinite-State Queueing MDPs
  7 Feb 2024 0 repositories listed
• Learning by Doing: An Online Causal Reinforcement Learning Framework with Causal-Aware Policy
  7 Feb 2024 0 repositories listed
• Learning Diverse Policies with Soft Self-Generated Guidance
  7 Feb 2024 0 repositories listed
• Averaging n-step Returns Reduces Variance in Reinforcement Learning
  6 Feb 2024 0 repositories listed Syntology 5 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; 1 where Syntology's instrument failed) · 3 unverified (of 8 harvested samples) · 6 pointer-only (licence)
• No-Regret Reinforcement Learning in Smooth MDPs
  6 Feb 2024 0 repositories listed
• Reinforcement Learning from Bagged Reward
  6 Feb 2024 0 repositories listed
• Abstracted Trajectory Visualization for Explainability in Reinforcement Learning
  5 Feb 2024 0 repositories listed
• Assessing the Impact of Distribution Shift on Reinforcement Learning Performance
  5 Feb 2024 0 repositories listed
• Contrastive Diffuser: Planning Towards High Return States via Contrastive Learning
  5 Feb 2024 0 repositories listed
• Frugal Actor-Critic: Sample Efficient Off-Policy Deep Reinforcement Learning Using Unique Experiences
  5 Feb 2024 0 repositories listed
• DRED: Zero-Shot Transfer in Reinforcement Learning via Data-Regularised Environment Design
  5 Feb 2024 0 repositories listed
• Understanding What Affects the Generalization Gap in Visual Reinforcement Learning: Theory and Empirical Evidence
  5 Feb 2024 0 repositories listed
• Utility-Based Reinforcement Learning: Unifying Single-objective and Multi-objective Reinforcement Learning
  5 Feb 2024 0 repositories listed
• Vision-Language Models Provide Promptable Representations for Reinforcement Learning
  5 Feb 2024 0 repositories listed
• A Safe Reinforcement Learning driven Weights-varying Model Predictive Control for Autonomous Vehicle Motion Control
  4 Feb 2024 0 repositories listed
• DiffStitch: Boosting Offline Reinforcement Learning with Diffusion-based Trajectory Stitching
  4 Feb 2024 0 repositories listed
• Evading Deep Learning-Based Malware Detectors via Obfuscation: A Deep Reinforcement Learning Approach
  4 Feb 2024 0 repositories listed
• The Virtues of Pessimism in Inverse Reinforcement Learning
  4 Feb 2024 0 repositories listed
• A Survey of Constraint Formulations in Safe Reinforcement Learning
  3 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)
• An Auction-based Marketplace for Model Trading in Federated Learning
  2 Feb 2024 0 repositories listed
• Efficient Reinforcement Learning for Routing Jobs in Heterogeneous Queueing Systems
  2 Feb 2024 0 repositories listed
• The Political Preferences of LLMs
  2 Feb 2024 0 repositories listed
• The RL/LLM Taxonomy Tree: Reviewing Synergies Between Reinforcement Learning and Large Language Models
  2 Feb 2024 0 repositories listed
• A Reinforcement Learning Based Controller to Minimize Forces on the Crutches of a Lower-Limb Exoskeleton
  31 Jan 2024 0 repositories listed
• Attention Graph for Multi-Robot Social Navigation with Deep Reinforcement Learning
  31 Jan 2024 0 repositories listed
• Causal Coordinated Concurrent Reinforcement Learning
  31 Jan 2024 0 repositories listed
• Safe Reinforcement Learning-Based Eco-Driving Control for Mixed Traffic Flows With Disturbances
  31 Jan 2024 0 repositories listed
• Reinforcement Learning for Versatile, Dynamic, and Robust Bipedal Locomotion Control
  30 Jan 2024 0 repositories listed
• Context-Former: Stitching via Latent Conditioned Sequence Modeling
  29 Jan 2024 0 repositories listed
• The Indoor-Training Effect: unexpected gains from distribution shifts in the transition function
  29 Jan 2024 0 repositories listed
• SERL: A Software Suite for Sample-Efficient Robotic Reinforcement Learning
  29 Jan 2024 0 repositories listed
• Social Interpretable Reinforcement Learning
  27 Jan 2024 0 repositories listed
• On the Limitations of Markovian Rewards to Express Multi-Objective, Risk-Sensitive, and Modal Tasks
  26 Jan 2024 0 repositories listed
• Constant Stepsize Q-learning: Distributional Convergence, Bias and Extrapolation
  25 Jan 2024 0 repositories listed
• Hierarchical Continual Reinforcement Learning via Large Language Model
  25 Jan 2024 0 repositories listed
• Learning-based sensing and computing decision for data freshness in edge computing-enabled networks
  25 Jan 2024 0 repositories listed
• Learning fast changing slow in spiking neural networks
  25 Jan 2024 0 repositories listed
• Sample Efficient Reinforcement Learning by Automatically Learning to Compose Subtasks
  25 Jan 2024 0 repositories listed
• Scilab-RL: A software framework for efficient reinforcement learning and cognitive modeling research
  25 Jan 2024 0 repositories listed
• A Safe Reinforcement Learning Algorithm for Supervisory Control of Power Plants
  23 Jan 2024 0 repositories listed
• Active Inference as a Model of Agency
  23 Jan 2024 0 repositories listed
• Building Minimal and Reusable Causal State Abstractions for Reinforcement Learning
  23 Jan 2024 0 repositories listed
• Learning safety critics via a non-contractive binary bellman operator
  23 Jan 2024 0 repositories listed
• On the Stochastic (Variance-Reduced) Proximal Gradient Method for Regularized Expected Reward Optimization
  23 Jan 2024 0 repositories listed
• Towards Socially and Morally Aware RL agent: Reward Design With LLM
  23 Jan 2024 0 repositories listed
• Back-stepping Experience Replay with Application to Model-free Reinforcement Learning for a Soft Snake Robot
  21 Jan 2024 0 repositories listed
• Constrained Reinforcement Learning for Adaptive Controller Synchronization in Distributed SDN
  21 Jan 2024 0 repositories listed
• Large-scale Reinforcement Learning for Diffusion Models
  20 Jan 2024 0 repositories listed
• Efficient Training of Generalizable Visuomotor Policies via Control-Aware Augmentation
  17 Jan 2024 0 repositories listed
• Crowd-PrefRL: Preference-Based Reward Learning from Crowds
  17 Jan 2024 0 repositories listed
• Learning from Imperfect Demonstrations with Self-Supervision for Robotic Manipulation
  17 Jan 2024 0 repositories listed
• CycLight: learning traffic signal cooperation with a cycle-level strategy
  16 Jan 2024 0 repositories listed
• PRewrite: Prompt Rewriting with Reinforcement Learning
  16 Jan 2024 0 repositories listed
• Safe Reinforcement Learning with Free-form Natural Language Constraints and Pre-Trained Language Models
  15 Jan 2024 0 repositories listed
• Beyond Sparse Rewards: Enhancing Reinforcement Learning with Language Model Critique in Text Generation
  14 Jan 2024 0 repositories listed
• Reinforcement Learning from LLM Feedback to Counteract Goal Misgeneralization
  14 Jan 2024 0 repositories listed
• BP(λ): Online Learning via Synthetic Gradients
  13 Jan 2024 0 repositories listed
• Discovering Command and Control Channels Using Reinforcement Learning
  13 Jan 2024 0 repositories listed
• Mutual Enhancement of Large Language and Reinforcement Learning Models through Bi-Directional Feedback Mechanisms: A Case Study
  12 Jan 2024 0 repositories listed
• UNEX-RL: Reinforcing Long-Term Rewards in Multi-Stage Recommender Systems with UNidirectional EXecution
  12 Jan 2024 0 repositories listed
• Model-Free Reinforcement Learning for Automated Fluid Administration in Critical Care
  11 Jan 2024 0 repositories listed
• Optimistic Model Rollouts for Pessimistic Offline Policy Optimization
  11 Jan 2024 0 repositories listed
• Parrot: Pareto-optimal Multi-Reward Reinforcement Learning Framework for Text-to-Image Generation
  11 Jan 2024 0 repositories listed
• An Information Theoretic Approach to Interaction-Grounded Learning
  10 Jan 2024 0 repositories listed
• Innate-Values-driven Reinforcement Learning based Cooperative Multi-Agent Cognitive Modeling
  10 Jan 2024 0 repositories listed
• Reinforcement Learning for Optimizing RAG for Domain Chatbots
  10 Jan 2024 0 repositories listed
• Taming "data-hungry" reinforcement learning? Stability in continuous state-action spaces
  10 Jan 2024 0 repositories listed
• StarCraftImage: A Dataset For Prototyping Spatial Reasoning Methods For Multi-Agent Environments
  9 Jan 2024 0 repositories listed
• Behavioural Cloning in VizDoom
  8 Jan 2024 0 repositories listed
• Deep Reinforcement Learning for Multi-Truck Vehicle Routing Problems with Multi-Leg Demand Routes
  8 Jan 2024 0 repositories listed
• Long-term Safe Reinforcement Learning with Binary Feedback
  8 Jan 2024 0 repositories listed
• NovelGym: A Flexible Ecosystem for Hybrid Planning and Learning Agents Designed for Open Worlds
  7 Jan 2024 0 repositories listed

Syntology lines on 2 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.