Browse State-of-the-Art › Reinforcement Learning (RL) › Papers, page 79

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 79 of 152: papers 7,801 to 7,900 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.

• MetaEMS: A Meta Reinforcement Learning-based Control Framework for Building Energy Management System
  23 Oct 2022 0 repositories listed
• Attitude Control of Highly Maneuverable Aircraft Using an Improved Q-learning
  22 Oct 2022 0 repositories listed
• Faster and more diverse de novo molecular optimization with double-loop reinforcement learning using augmented SMILES
  22 Oct 2022 0 repositories listed
• Probing Transfer in Deep Reinforcement Learning without Task Engineering
  22 Oct 2022 0 repositories listed
• Continual Vision-based Reinforcement Learning with Group Symmetries
  21 Oct 2022 0 repositories listed
• Redefining Counterfactual Explanations for Reinforcement Learning: Overview, Challenges and Opportunities
  21 Oct 2022 0 repositories listed
• Deep Reinforcement Learning for Inverse Inorganic Materials Design
  21 Oct 2022 0 repositories listed
• Deep Reinforcement Learning for Stabilization of Large-scale Probabilistic Boolean Networks
  21 Oct 2022 0 repositories listed
• Group Distributionally Robust Reinforcement Learning with Hierarchical Latent Variables
  21 Oct 2022 0 repositories listed
• Implicit Offline Reinforcement Learning via Supervised Learning
  21 Oct 2022 0 repositories listed
• Integrating Policy Summaries with Reward Decomposition for Explaining Reinforcement Learning Agents
  21 Oct 2022 0 repositories listed
• On the connection between Bregman divergence and value in regularized Markov decision processes
  21 Oct 2022 0 repositories listed
• Epistemic Monte Carlo Tree Search
  21 Oct 2022 0 repositories listed
• Towards Quantum-Enabled 6G Slicing
  21 Oct 2022 0 repositories listed
• Fine-Grained Session Recommendations in E-commerce using Deep Reinforcement Learning
  20 Oct 2022 0 repositories listed
• Horizon-Free and Variance-Dependent Reinforcement Learning for Latent Markov Decision Processes
  20 Oct 2022 0 repositories listed
• Robust Imitation via Mirror Descent Inverse Reinforcement Learning
  20 Oct 2022 0 repositories listed
• Safe Policy Improvement in Constrained Markov Decision Processes
  20 Oct 2022 0 repositories listed
• A Reinforcement Learning Approach in Multi-Phase Second-Price Auction Design
  19 Oct 2022 0 repositories listed
• Hierarchical Reinforcement Learning for Furniture Layout in Virtual Indoor Scenes
  19 Oct 2022 0 repositories listed
• Integrated Decision and Control for High-Level Automated Vehicles by Mixed Policy Gradient and Its Experiment Verification
  19 Oct 2022 0 repositories listed
• On the Power of Pre-training for Generalization in RL: Provable Benefits and Hardness
  19 Oct 2022 0 repositories listed
• Oracles & Followers: Stackelberg Equilibria in Deep Multi-Agent Reinforcement Learning
  19 Oct 2022 0 repositories listed
• Palm up: Playing in the Latent Manifold for Unsupervised Pretraining
  19 Oct 2022 0 repositories listed
• Provably Safe Reinforcement Learning via Action Projection using Reachability Analysis and Polynomial Zonotopes
  19 Oct 2022 0 repositories listed
• Robot Navigation with Reinforcement Learned Path Generation and Fine-Tuned Motion Control
  19 Oct 2022 0 repositories listed
• Robotic Table Wiping via Reinforcement Learning and Whole-body Trajectory Optimization
  19 Oct 2022 0 repositories listed
• Scaling Laws for Reward Model Overoptimization
  19 Oct 2022 0 repositories listed
• RPM: Generalizable Behaviors for Multi-Agent Reinforcement Learning
  18 Oct 2022 0 repositories listed
• Unpacking Reward Shaping: Understanding the Benefits of Reward Engineering on Sample Complexity
  18 Oct 2022 0 repositories listed
• Boosting Offline Reinforcement Learning via Data Rebalancing
  17 Oct 2022 0 repositories listed
• Model Predictive Control via On-Policy Imitation Learning
  17 Oct 2022 0 repositories listed
• PTDE: Personalized Training with Distilled Execution for Multi-Agent Reinforcement Learning
  17 Oct 2022 0 repositories listed
• You Only Live Once: Single-Life Reinforcement Learning
  17 Oct 2022 0 repositories listed
• Data-Efficient Pipeline for Offline Reinforcement Learning with Limited Data
  16 Oct 2022 0 repositories listed
• Entropy Regularized Reinforcement Learning with Cascading Networks
  16 Oct 2022 0 repositories listed
• The Impact of Task Underspecification in Evaluating Deep Reinforcement Learning
  16 Oct 2022 0 repositories listed
• Towards an Interpretable Hierarchical Agent Framework using Semantic Goals
  16 Oct 2022 0 repositories listed
• A Scalable Reinforcement Learning Approach for Attack Allocation in Swarm to Swarm Engagement Problems
  15 Oct 2022 0 repositories listed
• DyFEn: Agent-Based Fee Setting in Payment Channel Networks
  15 Oct 2022 0 repositories listed
• Near-Optimal Regret Bounds for Multi-batch Reinforcement Learning
  15 Oct 2022 0 repositories listed
• PI-QT-Opt: Predictive Information Improves Multi-Task Robotic Reinforcement Learning at Scale
  15 Oct 2022 0 repositories listed
• Reinforcement Learning for ConnectX
  15 Oct 2022 0 repositories listed
• Revisiting the Roles of "Text" in Text Games
  15 Oct 2022 0 repositories listed
• A Reinforcement Learning Approach to Estimating Long-term Treatment Effects
  14 Oct 2022 0 repositories listed
• A Scalable Finite Difference Method for Deep Reinforcement Learning
  14 Oct 2022 0 repositories listed
• Query Rewriting for Effective Misinformation Discovery
  14 Oct 2022 0 repositories listed
• Adaptive patch foraging in deep reinforcement learning agents
  14 Oct 2022 0 repositories listed
• Multi-trainer Interactive Reinforcement Learning System
  14 Oct 2022 0 repositories listed
• Robust Preference Learning for Storytelling via Contrastive Reinforcement Learning
  14 Oct 2022 0 repositories listed
• A Concise Introduction to Reinforcement Learning in Robotics
  13 Oct 2022 0 repositories listed
• Causality-driven Hierarchical Structure Discovery for Reinforcement Learning
  13 Oct 2022 0 repositories listed
• Deep reinforcement learning for automatic run-time adaptation of UWB PHY radio settings
  13 Oct 2022 0 repositories listed
• Dissipative residual layers for unsupervised implicit parameterization of data manifolds
  13 Oct 2022 0 repositories listed
• Efficient circuit implementation for coined quantum walks on binary trees and application to reinforcement learning
  13 Oct 2022 0 repositories listed
• Object-Category Aware Reinforcement Learning
  13 Oct 2022 0 repositories listed
• Observed Adversaries in Deep Reinforcement Learning
  13 Oct 2022 0 repositories listed
• Optimal Control of Material Micro-Structures
  13 Oct 2022 0 repositories listed
• Output Feedback Adaptive Optimal Control of Affine Nonlinear systems with a Linear Measurement Model
  13 Oct 2022 0 repositories listed
• Personalized Federated Hypernetworks for Privacy Preservation in Multi-Task Reinforcement Learning
  13 Oct 2022 0 repositories listed
• Policy Gradient With Serial Markov Chain Reasoning
  13 Oct 2022 0 repositories listed
• Reinforcement Learning with Unbiased Policy Evaluation and Linear Function Approximation
  13 Oct 2022 0 repositories listed
• Towards Multi-Agent Reinforcement Learning driven Over-The-Counter Market Simulations
  13 Oct 2022 0 repositories listed
• DQLAP: Deep Q-Learning Recommender Algorithm with Update Policy for a Real Steam Turbine System
  12 Oct 2022 0 repositories listed
• Explaining Online Reinforcement Learning Decisions of Self-Adaptive Systems
  12 Oct 2022 0 repositories listed
• Real World Offline Reinforcement Learning with Realistic Data Source
  12 Oct 2022 0 repositories listed
• Reinforcement Learning with Automated Auxiliary Loss Search
  12 Oct 2022 0 repositories listed
• Smooth Trajectory Collision Avoidance through Deep Reinforcement Learning
  12 Oct 2022 0 repositories listed
• Broad-persistent Advice for Interactive Reinforcement Learning Scenarios
  11 Oct 2022 0 repositories listed
• Edge-Cloud Cooperation for DNN Inference via Reinforcement Learning and Supervised Learning
  11 Oct 2022 0 repositories listed
• Multi-User Reinforcement Learning with Low Rank Rewards
  11 Oct 2022 0 repositories listed
• Regret Bounds for Risk-Sensitive Reinforcement Learning
  11 Oct 2022 0 repositories listed
• The Role of Exploration for Task Transfer in Reinforcement Learning
  11 Oct 2022 0 repositories listed
• Creating a Dynamic Quadrupedal Robotic Goalkeeper with Reinforcement Learning
  10 Oct 2022 0 repositories listed
• Long N-step Surrogate Stage Reward to Reduce Variances of Deep Reinforcement Learning in Complex Problems
  10 Oct 2022 0 repositories listed
• Simulating Coverage Path Planning with Roomba
  10 Oct 2022 0 repositories listed
• Towards a Theoretical Foundation of Policy Optimization for Learning Control Policies
  10 Oct 2022 0 repositories listed
• Equivalence of Optimality Criteria for Markov Decision Process and Model Predictive Control
  9 Oct 2022 0 repositories listed
• State Advantage Weighting for Offline RL
  9 Oct 2022 0 repositories listed Syntology 0 ran · 5 unverified (of 5 harvested samples)
• The Role of Coverage in Online Reinforcement Learning
  9 Oct 2022 0 repositories listed
• Cognitive Models as Simulators: The Case of Moral Decision-Making
  8 Oct 2022 0 repositories listed
• Dynamically meeting performance objectives for multiple services on a service mesh
  8 Oct 2022 0 repositories listed
• Advice Conformance Verification by Reinforcement Learning agents for Human-in-the-Loop
  7 Oct 2022 0 repositories listed
• Algorithmic Trading Using Continuous Action Space Deep Reinforcement Learning
  7 Oct 2022 0 repositories listed
• How to Enable Uncertainty Estimation in Proximal Policy Optimization
  7 Oct 2022 0 repositories listed
• Large Language Models can Implement Policy Iteration
  7 Oct 2022 0 repositories listed
• Multi-agent Deep Covering Skill Discovery
  7 Oct 2022 0 repositories listed
• Reinforcement Learning Approach for Multi-Agent Flexible Scheduling Problems
  7 Oct 2022 0 repositories listed
• Deep Inventory Management
  6 Oct 2022 0 repositories listed
• Digital Human Interactive Recommendation Decision-Making Based on Reinforcement Learning
  6 Oct 2022 0 repositories listed
• Distributionally Adaptive Meta Reinforcement Learning
  6 Oct 2022 0 repositories listed Syntology 4 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; 1 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 1 pointer-only (licence)
• Learning Algorithms for Intelligent Agents and Mechanisms
  6 Oct 2022 0 repositories listed
• Low-Thrust Orbital Transfer using Dynamics-Agnostic Reinforcement Learning
  6 Oct 2022 0 repositories listed
• Lyapunov Function Consistent Adaptive Network Signal Control with Back Pressure and Reinforcement Learning
  6 Oct 2022 0 repositories listed
• Meta Reinforcement Learning for Optimal Design of Legged Robots
  6 Oct 2022 0 repositories listed
• Reinforcement Learning with Large Action Spaces for Neural Machine Translation
  6 Oct 2022 0 repositories listed
• A Novel Entropy-Maximizing TD3-based Reinforcement Learning for Automatic PID Tuning
  5 Oct 2022 0 repositories listed
• Neural Distillation as a State Representation Bottleneck in Reinforcement Learning
  5 Oct 2022 0 repositories listed
• On Neural Consolidation for Transfer in Reinforcement Learning
  5 Oct 2022 0 repositories listed
• Query The Agent: Improving sample efficiency through epistemic uncertainty estimation
  5 Oct 2022 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.