Browse State-of-the-Art › Reinforcement Learning (RL) › Papers, page 84

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 84 of 152: papers 8,301 to 8,400 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.

• Empathetic Persuasion: Reinforcing Empathy and Persuasiveness in Dialogue Systems
  1 Jul 2022 0 repositories listed
• Interactive Learning from Natural Language and Demonstrations using Signal Temporal Logic
  1 Jul 2022 0 repositories listed
• Partner Personas Generation for Dialogue Response Generation
  1 Jul 2022 0 repositories listed
• Reinforcement Learning Based User-Guided Motion Planning for Human-Robot Collaboration
  1 Jul 2022 0 repositories listed
• Reinforcement Learning of Multi-Domain Dialog Policies Via Action Embeddings
  1 Jul 2022 0 repositories listed
• Safe Decision-making for Lane-change of Autonomous Vehicles via Human Demonstration-aided Reinforcement Learning
  1 Jul 2022 0 repositories listed
• SURF: Semantic-level Unsupervised Reward Function for Machine Translation
  1 Jul 2022 0 repositories listed
• Depth-CUPRL: Depth-Imaged Contrastive Unsupervised Prioritized Representations in Reinforcement Learning for Mapless Navigation of Unmanned Aerial Vehicles
  30 Jun 2022 0 repositories listed
• Performative Reinforcement Learning
  30 Jun 2022 0 repositories listed
• Deep Reinforcement Learning for Small Bowel Path Tracking using Different Types of Annotations
  29 Jun 2022 0 repositories listed
• Minimalist and High-performance Conversational Recommendation with Uncertainty Estimation for User Preference
  29 Jun 2022 0 repositories listed
• Provably Efficient Reinforcement Learning for Online Adaptive Influence Maximization
  29 Jun 2022 0 repositories listed
• Applications of Reinforcement Learning in Finance -- Trading with a Double Deep Q-Network
  28 Jun 2022 0 repositories listed
• Dependency Parsing with Backtracking using Deep Reinforcement Learning
  28 Jun 2022 0 repositories listed
• GAN-based Intrinsic Exploration For Sample Efficient Reinforcement Learning
  28 Jun 2022 0 repositories listed
• Masked World Models for Visual Control
  28 Jun 2022 0 repositories listed
• Position-Agnostic Autonomous Navigation in Vineyards with Deep Reinforcement Learning
  28 Jun 2022 0 repositories listed
• Reinforcement Learning Based Dynamic Model Combination for Time Series Forecasting
  28 Jun 2022 0 repositories listed
• Reinforcement Learning in Medical Image Analysis: Concepts, Applications, Challenges, and Future Directions
  28 Jun 2022 0 repositories listed
• Risk Perspective Exploration in Distributional Reinforcement Learning
  28 Jun 2022 0 repositories listed
• Spatial Positioning Token (SPToken) for Smart Parking
  28 Jun 2022 0 repositories listed
• Traffic Management of Autonomous Vehicles using Policy Based Deep Reinforcement Learning and Intelligent Routing
  28 Jun 2022 0 repositories listed
• EMVLight: a Multi-agent Reinforcement Learning Framework for an Emergency Vehicle Decentralized Routing and Traffic Signal Control System
  27 Jun 2022 0 repositories listed
• Humans are not Boltzmann Distributions: Challenges and Opportunities for Modelling Human Feedback and Interaction in Reinforcement Learning
  27 Jun 2022 0 repositories listed
• Interpretable Hidden Markov Model-Based Deep Reinforcement Learning Hierarchical Framework for Predictive Maintenance of Turbofan Engines
  27 Jun 2022 0 repositories listed
• On the Complexity of Adversarial Decision Making
  27 Jun 2022 0 repositories listed
• Analysis of Stochastic Processes through Replay Buffers
  26 Jun 2022 0 repositories listed
• Estimating Link Flows in Road Networks with Synthetic Trajectory Data Generation: Reinforcement Learning-based Approaches
  26 Jun 2022 0 repositories listed
• Predicting the Need for Blood Transfusion in Intensive Care Units with Reinforcement Learning
  26 Jun 2022 0 repositories listed
• Functional Optimization Reinforcement Learning for Real-Time Bidding
  25 Jun 2022 0 repositories listed
• Hierarchical Reinforcement Learning with Opponent Modeling for Distributed Multi-agent Cooperation
  25 Jun 2022 0 repositories listed
• Towards Modern Card Games with Large-Scale Action Spaces Through Action Representation
  25 Jun 2022 0 repositories listed
• Value-Consistent Representation Learning for Data-Efficient Reinforcement Learning
  25 Jun 2022 0 repositories listed
• Dynamic network congestion pricing based on deep reinforcement learning
  24 Jun 2022 0 repositories listed
• Eco-driving for Electric Connected Vehicles at Signalized Intersections: A Parameterized Reinforcement Learning approach
  24 Jun 2022 0 repositories listed
• Joint Representation Training in Sequential Tasks with Shared Structure
  24 Jun 2022 0 repositories listed
• Learning the policy for mixed electric platoon control of automated and human-driven vehicles at signalized intersection: a random search approach
  24 Jun 2022 0 repositories listed
• Modeling Adaptive Platoon and Reservation Based Autonomous Intersection Control: A Deep Reinforcement Learning Approach
  24 Jun 2022 0 repositories listed
• Phasic Self-Imitative Reduction for Sparse-Reward Goal-Conditioned Reinforcement Learning
  24 Jun 2022 0 repositories listed
• Provably Efficient Reinforcement Learning in Partially Observable Dynamical Systems
  24 Jun 2022 0 repositories listed
• Value Function Decomposition for Iterative Design of Reinforcement Learning Agents
  24 Jun 2022 0 repositories listed
• A Federated Reinforcement Learning Method with Quantization for Cooperative Edge Caching in Fog Radio Access Networks
  23 Jun 2022 0 repositories listed
• Learning Agile Skills via Adversarial Imitation of Rough Partial Demonstrations
  23 Jun 2022 0 repositories listed
• Nearly Minimax Optimal Reinforcement Learning with Linear Function Approximation
  23 Jun 2022 0 repositories listed
• Recursive Reinforcement Learning
  23 Jun 2022 0 repositories listed
• Reinforcement Learning under Partial Observability Guided by Learned Environment Models
  23 Jun 2022 0 repositories listed
• The Real Deal: A Review of Challenges and Opportunities in Moving Reinforcement Learning-Based Traffic Signal Control Systems Towards Reality
  23 Jun 2022 0 repositories listed
• Auto-Encoding Adversarial Imitation Learning
  22 Jun 2022 0 repositories listed
• Curious Exploration via Structured World Models Yields Zero-Shot Object Manipulation
  22 Jun 2022 0 repositories listed
• Decentralized Gossip-Based Stochastic Bilevel Optimization over Communication Networks
  22 Jun 2022 0 repositories listed
• Fusion of Model-free Reinforcement Learning with Microgrid Control: Review and Vision
  22 Jun 2022 0 repositories listed
• Learning Optimal Treatment Strategies for Sepsis Using Offline Reinforcement Learning in Continuous Space
  22 Jun 2022 0 repositories listed
• Constrained Stochastic Nonconvex Optimization with State-dependent Markov Data
  22 Jun 2022 0 repositories listed
• A Single-Timescale Analysis For Stochastic Approximation With Multiple Coupled Sequences
  21 Jun 2022 0 repositories listed
• Federated Stochastic Approximation under Markov Noise and Heterogeneity: Applications in Reinforcement Learning
  21 Jun 2022 0 repositories listed
• Finding Optimal Policy for Queueing Models: New Parameterization
  21 Jun 2022 0 repositories listed
• Hybridization of evolutionary algorithm and deep reinforcement learning for multi-objective orienteering optimization
  21 Jun 2022 0 repositories listed
• Imitate then Transcend: Multi-Agent Optimal Execution with Dual-Window Denoise PPO
  21 Jun 2022 0 repositories listed
• Incorporating Voice Instructions in Model-Based Reinforcement Learning for Self-Driving Cars
  21 Jun 2022 0 repositories listed
• Model-Based Imitation Learning Using Entropy Regularization of Model and Policy
  21 Jun 2022 0 repositories listed
• On the Statistical Efficiency of Reward-Free Exploration in Non-Linear RL
  21 Jun 2022 0 repositories listed
• Safe and Psychologically Pleasant Traffic Signal Control with Reinforcement Learning using Action Masking
  21 Jun 2022 0 repositories listed
• The Integration of Machine Learning into Automated Test Generation: A Systematic Mapping Study
  21 Jun 2022 0 repositories listed
• Constrained Reinforcement Learning for Robotics via Scenario-Based Programming
  20 Jun 2022 0 repositories listed
• Deep reinforced active learning for multi-class image classification
  20 Jun 2022 0 repositories listed
• From Multi-agent to Multi-robot: A Scalable Training and Evaluation Platform for Multi-robot Reinforcement Learning
  20 Jun 2022 0 repositories listed
• Guided Safe Shooting: model based reinforcement learning with safety constraints
  20 Jun 2022 0 repositories listed
• S2RL: Do We Really Need to Perceive All States in Deep Multi-Agent Reinforcement Learning?
  20 Jun 2022 0 repositories listed
• A Survey on Model-based Reinforcement Learning
  19 Jun 2022 0 repositories listed
• Guarantees for Epsilon-Greedy Reinforcement Learning with Function Approximation
  19 Jun 2022 0 repositories listed
• Learning Multi-Task Transferable Rewards via Variational Inverse Reinforcement Learning
  19 Jun 2022 0 repositories listed
• Two-Hop Age of Information Scheduling for Multi-UAV Assisted Mobile Edge Computing: FRL vs MADDPG
  19 Jun 2022 0 repositories listed
• AnyMorph: Learning Transferable Polices By Inferring Agent Morphology
  17 Jun 2022 0 repositories listed
• Bootstrapped Transformer for Offline Reinforcement Learning
  17 Jun 2022 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) · 1 unverified (of 4 harvested samples)
• Deep reinforcement learning for fMRI prediction of Autism Spectrum Disorder
  17 Jun 2022 0 repositories listed
• Generalised Policy Improvement with Geometric Policy Composition
  17 Jun 2022 0 repositories listed
• Backbones-Review: Feature Extraction Networks for Deep Learning and Deep Reinforcement Learning Approaches
  16 Jun 2022 0 repositories listed
• Reinforcement Learning for Economic Policy: A New Frontier?
  16 Jun 2022 0 repositories listed
• A Look at Value-Based Decision-Time vs. Background Planning Methods Across Different Settings
  16 Jun 2022 0 repositories listed
• Automating the resolution of flight conflicts: Deep reinforcement learning in service of air traffic controllers
  15 Jun 2022 0 repositories listed
• Autonomous Platoon Control with Integrated Deep Reinforcement Learning and Dynamic Programming
  15 Jun 2022 0 repositories listed
• Contrastive Learning as Goal-Conditioned Reinforcement Learning
  15 Jun 2022 0 repositories listed
• Mean-Semivariance Policy Optimization via Risk-Averse Reinforcement Learning
  15 Jun 2022 0 repositories listed
• Rethinking Reinforcement Learning for Recommendation: A Prompt Perspective
  15 Jun 2022 0 repositories listed
• Revisiting Some Common Practices in Cooperative Multi-Agent Reinforcement Learning
  15 Jun 2022 0 repositories listed
• Deep Reinforcement Learning for Exact Combinatorial Optimization: Learning to Branch
  14 Jun 2022 0 repositories listed
• FreeKD: Free-direction Knowledge Distillation for Graph Neural Networks
  14 Jun 2022 0 repositories listed
• Open-Ended Learning Strategies for Learning Complex Locomotion Skills
  14 Jun 2022 0 repositories listed
• Robust Reinforcement Learning with Distributional Risk-averse formulation
  14 Jun 2022 0 repositories listed
• Solving the capacitated vehicle routing problem with timing windows using rollouts and MAX-SAT
  14 Jun 2022 0 repositories listed
• Stein Variational Goal Generation for adaptive Exploration in Multi-Goal Reinforcement Learning
  14 Jun 2022 0 repositories listed
• Towards a Solution to Bongard Problems: A Causal Approach
  14 Jun 2022 0 repositories listed
• Variance Reduction for Policy-Gradient Methods via Empirical Variance Minimization
  14 Jun 2022 0 repositories listed
• Visual Radial Basis Q-Network
  14 Jun 2022 0 repositories listed
• Analysis of Randomization Effects on Sim2Real Transfer in Reinforcement Learning for Robotic Manipulation Tasks
  13 Jun 2022 0 repositories listed
• Computation Offloading and Resource Allocation in F-RANs: A Federated Deep Reinforcement Learning Approach
  13 Jun 2022 0 repositories listed
• Intrinsically motivated option learning: a comparative study of recent methods
  13 Jun 2022 0 repositories listed
• Provable Benefit of Multitask Representation Learning in Reinforcement Learning
  13 Jun 2022 0 repositories listed
• Provably Efficient Offline Reinforcement Learning with Trajectory-Wise Reward
  13 Jun 2022 0 repositories listed
• Relative Policy-Transition Optimization for Fast Policy Transfer
  13 Jun 2022 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.