Browse State-of-the-Art › Reinforcement Learning (RL) › Papers, page 71

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 71 of 152: papers 7,001 to 7,100 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.

• Policy Optimization for Continuous Reinforcement Learning
  30 May 2023 0 repositories listed
• RL + Model-based Control: Using On-demand Optimal Control to Learn Versatile Legged Locomotion
  29 May 2023 0 repositories listed
• RLAD: Reinforcement Learning from Pixels for Autonomous Driving in Urban Environments
  29 May 2023 0 repositories listed
• Towards a Better Understanding of Representation Dynamics under TD-learning
  29 May 2023 0 repositories listed
• Potential-based Credit Assignment for Cooperative RL-based Testing of Autonomous Vehicles
  28 May 2023 0 repositories listed
• Distributional Reinforcement Learning with Dual Expectile-Quantile Regression
  26 May 2023 0 repositories listed
• Emergent Agentic Transformer from Chain of Hindsight Experience
  26 May 2023 0 repositories listed
• Learning Interpretable Models of Aircraft Handling Behaviour by Reinforcement Learning from Human Feedback
  26 May 2023 0 repositories listed
• Policy Synthesis and Reinforcement Learning for Discounted LTL
  26 May 2023 0 repositories listed
• Reinforcement Learning with Simple Sequence Priors
  26 May 2023 0 repositories listed
• The Curious Price of Distributional Robustness in Reinforcement Learning with a Generative Model
  26 May 2023 0 repositories listed
• Deterministic policy gradient based optimal control with probabilistic constraints
  25 May 2023 0 repositories listed
• A Mini Review on the utilization of Reinforcement Learning with OPC UA
  24 May 2023 0 repositories listed
• Control invariant set enhanced safe reinforcement learning: improved sampling efficiency, guaranteed stability and robustness
  24 May 2023 0 repositories listed
• Deep Reinforcement Learning with Plasticity Injection
  24 May 2023 0 repositories listed
• Matrix Estimation for Offline Reinforcement Learning with Low-Rank Structure
  24 May 2023 0 repositories listed
• Combining Multi-Objective Bayesian Optimization with Reinforcement Learning for TinyML
  23 May 2023 0 repositories listed
• ChemGymRL: An Interactive Framework for Reinforcement Learning for Digital Chemistry
  23 May 2023 0 repositories listed
• Constrained Proximal Policy Optimization
  23 May 2023 0 repositories listed
• Proximal Policy Gradient Arborescence for Quality Diversity Reinforcement Learning
  23 May 2023 0 repositories listed
• Adaptive action supervision in reinforcement learning from real-world multi-agent demonstrations
  22 May 2023 0 repositories listed
• Lagrangian-based online safe reinforcement learning for state-constrained systems
  22 May 2023 0 repositories listed
• INVICTUS: Optimizing Boolean Logic Circuit Synthesis via Synergistic Learning and Search
  22 May 2023 0 repositories listed
• Offline Primal-Dual Reinforcement Learning for Linear MDPs
  22 May 2023 0 repositories listed
• Towards Optimal Energy Management Strategy for Hybrid Electric Vehicle with Reinforcement Learning
  21 May 2023 0 repositories listed
• Model-based adaptation for sample efficient transfer in reinforcement learning control of parameter-varying systems
  20 May 2023 0 repositories listed
• Understanding the World to Solve Social Dilemmas Using Multi-Agent Reinforcement Learning
  19 May 2023 0 repositories listed
• Optimistic Natural Policy Gradient: a Simple Efficient Policy Optimization Framework for Online RL
  18 May 2023 0 repositories listed
• The Blessing of Heterogeneity in Federated Q-Learning: Linear Speedup and Beyond
  18 May 2023 0 repositories listed
• Reward-agnostic Fine-tuning: Provable Statistical Benefits of Hybrid Reinforcement Learning
  17 May 2023 0 repositories listed
• Coagent Networks: Generalized and Scaled
  16 May 2023 0 repositories listed
• Cooperation Is All You Need
  16 May 2023 0 repositories listed
• Reinforcement Learning for Safe Robot Control using Control Lyapunov Barrier Functions
  16 May 2023 0 repositories listed
• A Theoretical Analysis of Optimistic Proximal Policy Optimization in Linear Markov Decision Processes
  15 May 2023 0 repositories listed
• Attention-based QoE-aware Digital Twin Empowered Edge Computing for Immersive Virtual Reality
  15 May 2023 0 repositories listed
• Horizon-free Reinforcement Learning in Adversarial Linear Mixture MDPs
  15 May 2023 0 repositories listed
• Task-Oriented Communication Design at Scale
  15 May 2023 0 repositories listed
• Uniform-PAC Guarantees for Model-Based RL with Bounded Eluder Dimension
  15 May 2023 0 repositories listed
• Delay-Adapted Policy Optimization and Improved Regret for Adversarial MDP with Delayed Bandit Feedback
  13 May 2023 0 repositories listed
• Towards Generalizable Reinforcement Learning for Trade Execution
  12 May 2023 0 repositories listed Syntology 1 ran (of which 1 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) · 0 unverified; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample) · 1 pointer-only (licence)
• On Practical Robust Reinforcement Learning: Practical Uncertainty Set and Double-Agent Algorithm
  11 May 2023 0 repositories listed
• Optimizing Memory Mapping Using Deep Reinforcement Learning
  11 May 2023 0 repositories listed
• An Option-Dependent Analysis of Regret Minimization Algorithms in Finite-Horizon Semi-Markov Decision Processes
  10 May 2023 0 repositories listed
• Discovery of Optimal Quantum Error Correcting Codes via Reinforcement Learning
  10 May 2023 0 repositories listed
• Supplementing Gradient-Based Reinforcement Learning with Simple Evolutionary Ideas
  10 May 2023 0 repositories listed
• Assessment of Reinforcement Learning Algorithms for Nuclear Power Plant Fuel Optimization
  9 May 2023 0 repositories listed
• Learnable Behavior Control: Breaking Atari Human World Records via Sample-Efficient Behavior Selection
  9 May 2023 0 repositories listed
• RLocator: Reinforcement Learning for Bug Localization
  9 May 2023 0 repositories listed
• Knowledge-enhanced Agents for Interactive Text Games
  8 May 2023 0 repositories listed
• Truncating Trajectories in Monte Carlo Reinforcement Learning
  7 May 2023 0 repositories listed
• Replicating Complex Dialogue Policy of Humans via Offline Imitation Learning with Supervised Regularization
  6 May 2023 0 repositories listed
• How to Use Reinforcement Learning to Facilitate Future Electricity Market Design? Part 1: A Paradigmatic Theory
  4 May 2023 0 repositories listed
• How to Use Reinforcement Learning to Facilitate Future Electricity Market Design? Part 2: Method and Applications
  4 May 2023 0 repositories listed
• Rethinking Population-assisted Off-policy Reinforcement Learning
  4 May 2023 0 repositories listed
• Gym-preCICE: Reinforcement Learning Environments for Active Flow Control
  3 May 2023 0 repositories listed
• Validation of massively-parallel adaptive testing using dynamic control matching
  2 May 2023 0 repositories listed
• Joint Learning of Policy with Unknown Temporal Constraints for Safe Reinforcement Learning
  30 Apr 2023 0 repositories listed
• A Transfer Learning Approach to Minimize Reinforcement Learning Risks in Energy Optimization for Smart Buildings
  30 Apr 2023 0 repositories listed
• A Federated Reinforcement Learning Framework for Link Activation in Multi-link Wi-Fi Networks
  28 Apr 2023 0 repositories listed
• One-Step Distributional Reinforcement Learning
  27 Apr 2023 0 repositories listed
• Can Agents Run Relay Race with Strangers? Generalization of RL to Out-of-Distribution Trajectories
  26 Apr 2023 0 repositories listed
• Multi-criteria Hardware Trojan Detection: A Reinforcement Learning Approach
  26 Apr 2023 0 repositories listed
• Reinforcement Learning with Partial Parametric Model Knowledge
  26 Apr 2023 0 repositories listed
• A Closer Look at Reward Decomposition for High-Level Robotic Explanations
  25 Apr 2023 0 repositories listed
• Loss- and Reward-Weighting for Efficient Distributed Reinforcement Learning
  25 Apr 2023 0 repositories listed
• Model Extraction Attacks Against Reinforcement Learning Based Controllers
  25 Apr 2023 0 repositories listed
• What can online reinforcement learning with function approximation benefit from general coverage conditions?
  25 Apr 2023 0 repositories listed
• On Dynamic Programming Decompositions of Static Risk Measures in Markov Decision Processes
  24 Apr 2023 0 repositories listed
• Policy Resilience to Environment Poisoning Attacks on Reinforcement Learning
  24 Apr 2023 0 repositories listed
• Reinforcement Learning with Knowledge Representation and Reasoning: A Brief Survey
  24 Apr 2023 0 repositories listed
• A Cubic-regularized Policy Newton Algorithm for Reinforcement Learning
  21 Apr 2023 0 repositories listed
• A Review of Symbolic, Subsymbolic and Hybrid Methods for Sequential Decision Making
  20 Apr 2023 0 repositories listed
• End-to-End Policy Gradient Method for POMDPs and Explainable Agents
  19 Apr 2023 0 repositories listed
• FastRLAP: A System for Learning High-Speed Driving via Deep RL and Autonomous Practicing
  19 Apr 2023 0 repositories listed
• Learning and Adapting Agile Locomotion Skills by Transferring Experience
  19 Apr 2023 0 repositories listed
• Cooperative Multi-Agent Reinforcement Learning for Inventory Management
  18 Apr 2023 0 repositories listed
• Feasible Policy Iteration for Safe Reinforcement Learning
  18 Apr 2023 0 repositories listed
• Provably Feedback-Efficient Reinforcement Learning via Active Reward Learning
  18 Apr 2023 0 repositories listed
• An adaptive safety layer with hard constraints for safe reinforcement learning in multi-energy management systems
  18 Apr 2023 0 repositories listed
• MDDL: A Framework for Reinforcement Learning-based Position Allocation in Multi-Channel Feed
  17 Apr 2023 0 repositories listed
• Car-Following Models: A Multidisciplinary Review
  14 Apr 2023 0 repositories listed
• Bandit-Based Policy Invariant Explicit Shaping for Incorporating External Advice in Reinforcement Learning
  14 Apr 2023 0 repositories listed
• Minimax-Optimal Reward-Agnostic Exploration in Reinforcement Learning
  14 Apr 2023 0 repositories listed
• Exploring the Noise Resilience of Successor Features and Predecessor Features Algorithms in One and Two-Dimensional Environments
  14 Apr 2023 0 repositories listed
• Towards Controllable Diffusion Models via Reward-Guided Exploration
  14 Apr 2023 0 repositories listed
• Model-based Dynamic Shielding for Safe and Efficient Multi-Agent Reinforcement Learning
  13 Apr 2023 0 repositories listed
• Facilitating Sim-to-real by Intrinsic Stochasticity of Real-Time Simulation in Reinforcement Learning for Robot Manipulation
  12 Apr 2023 0 repositories listed
• Human-Robot Skill Transfer with Enhanced Compliance via Dynamic Movement Primitives
  12 Apr 2023 0 repositories listed
• Multi-agent Policy Reciprocity with Theoretical Guarantee
  12 Apr 2023 0 repositories listed
• Control invariant set enhanced reinforcement learning for process control: improved sampling efficiency and guaranteed stability
  11 Apr 2023 0 repositories listed
• Optimal Interpretability-Performance Trade-off of Classification Trees with Black-Box Reinforcement Learning
  11 Apr 2023 0 repositories listed
• For Pre-Trained Vision Models in Motor Control, Not All Policy Learning Methods are Created Equal
  10 Apr 2023 0 repositories listed
• Learning a Universal Human Prior for Dexterous Manipulation from Human Preference
  10 Apr 2023 0 repositories listed
• AI-Driven Resource Allocation in Optical Wireless Communication Systems
  8 Apr 2023 0 repositories listed
• DREAM: Adaptive Reinforcement Learning based on Attention Mechanism for Temporal Knowledge Graph Reasoning
  8 Apr 2023 0 repositories listed
• Evolving Reinforcement Learning Environment to Minimize Learner's Achievable Reward: An Application on Hardening Active Directory Systems
  8 Apr 2023 0 repositories listed
• Continuous Input Embedding Size Search For Recommender Systems
  7 Apr 2023 0 repositories listed
• Persuading to Prepare for Quitting Smoking with a Virtual Coach: Using States and User Characteristics to Predict Behavior
  5 Apr 2023 0 repositories listed
• A Multiagent CyberBattleSim for RL Cyber Operation Agents
  3 Apr 2023 0 repositories listed
• A Tutorial Introduction to Reinforcement Learning
  3 Apr 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.