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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 125 of 152: papers 12,401 to 12,500 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.

• Deep Reinforcement Learning-Based Beam Tracking for Low-Latency Services in Vehicular Networks
  13 Feb 2020 0 repositories listed
• Fast Reinforcement Learning for Anti-jamming Communications
  13 Feb 2020 0 repositories listed
• Improving Generalization of Reinforcement Learning with Minimax Distributional Soft Actor-Critic
  13 Feb 2020 0 repositories listed
• MODRL/D-AM: Multiobjective Deep Reinforcement Learning Algorithm Using Decomposition and Attention Model for Multiobjective Optimization
  13 Feb 2020 0 repositories listed
• Multi-Vehicle Routing Problems with Soft Time Windows: A Multi-Agent Reinforcement Learning Approach
  13 Feb 2020 0 repositories listed
• A Tensor Network Approach to Finite Markov Decision Processes
  12 Feb 2020 0 repositories listed
• Data Efficient Training for Reinforcement Learning with Adaptive Behavior Policy Sharing
  12 Feb 2020 0 repositories listed
• Regret Bounds for Discounted MDPs
  12 Feb 2020 0 repositories listed
• Confounding-Robust Policy Evaluation in Infinite-Horizon Reinforcement Learning
  11 Feb 2020 0 repositories listed
• HMRL: Hyper-Meta Learning for Sparse Reward Reinforcement Learning Problem
  11 Feb 2020 0 repositories listed
• Learning Structured Communication for Multi-agent Reinforcement Learning
  11 Feb 2020 0 repositories listed
• Learning to Switch Among Agents in a Team via 2-Layer Markov Decision Processes
  11 Feb 2020 0 repositories listed
• Machine Learning Approaches For Motor Learning: A Short Review
  11 Feb 2020 0 repositories listed
• Towards Intelligent Pick and Place Assembly of Individualized Products Using Reinforcement Learning
  11 Feb 2020 0 repositories listed
• Interpretable Off-Policy Evaluation in Reinforcement Learning by Highlighting Influential Transitions
  10 Feb 2020 0 repositories listed
• On Reward Shaping for Mobile Robot Navigation: A Reinforcement Learning and SLAM Based Approach
  10 Feb 2020 0 repositories listed
• On the Convergence of the Monte Carlo Exploring Starts Algorithm for Reinforcement Learning
  10 Feb 2020 0 repositories listed
• Proficiency Constrained Multi-Agent Reinforcement Learning for Environment-Adaptive Multi UAV-UGV Teaming
  10 Feb 2020 0 repositories listed
• Provable Self-Play Algorithms for Competitive Reinforcement Learning
  10 Feb 2020 0 repositories listed
• Reward Tweaking: Maximizing the Total Reward While Planning for Short Horizons
  9 Feb 2020 0 repositories listed
• A data-driven choice of misfit function for FWI using reinforcement learning
  8 Feb 2020 0 repositories listed
• Analyzing Policy Distillation on Multi-Task Learning and Meta-Reinforcement Learning in Meta-World
  8 Feb 2020 0 repositories listed
• BRPO: Batch Residual Policy Optimization
  8 Feb 2020 0 repositories listed
• Conservative Exploration in Reinforcement Learning
  8 Feb 2020 0 repositories listed
• Description Based Text Classification with Reinforcement Learning
  8 Feb 2020 0 repositories listed
• Inferential Induction: A Novel Framework for Bayesian Reinforcement Learning
  8 Feb 2020 0 repositories listed
• Multi-task Reinforcement Learning with a Planning Quasi-Metric
  8 Feb 2020 0 repositories listed
• RL-Duet: Online Music Accompaniment Generation Using Deep Reinforcement Learning
  8 Feb 2020 0 repositories listed
• Accelerating Reinforcement Learning for Reaching using Continuous Curriculum Learning
  7 Feb 2020 0 repositories listed
• Automated Lane Change Strategy using Proximal Policy Optimization-based Deep Reinforcement Learning
  7 Feb 2020 0 repositories listed
• Bayesian Residual Policy Optimization: Scalable Bayesian Reinforcement Learning with Clairvoyant Experts
  7 Feb 2020 0 repositories listed
• Causally Correct Partial Models for Reinforcement Learning
  7 Feb 2020 0 repositories listed
• Explicit Mean-Square Error Bounds for Monte-Carlo and Linear Stochastic Approximation
  7 Feb 2020 0 repositories listed
• Manipulating Reinforcement Learning: Poisoning Attacks on Cost Signals
  7 Feb 2020 0 repositories listed
• Representation of Reinforcement Learning Policies in Reproducing Kernel Hilbert Spaces
  7 Feb 2020 0 repositories listed
• Reward-Free Exploration for Reinforcement Learning
  7 Feb 2020 0 repositories listed
• Student/Teacher Advising through Reward Augmentation
  7 Feb 2020 0 repositories listed
• Reinforcement Learning in Factored MDPs: Oracle-Efficient Algorithms and Tighter Regret Bounds for the Non-Episodic Setting
  6 Feb 2020 0 repositories listed
• Social diversity and social preferences in mixed-motive reinforcement learning
  6 Feb 2020 0 repositories listed
• Temporal-adaptive Hierarchical Reinforcement Learning
  6 Feb 2020 0 repositories listed
• Deep Radial-Basis Value Functions for Continuous Control
  5 Feb 2020 0 repositories listed
• Mutual Information-based State-Control for Intrinsically Motivated Reinforcement Learning
  5 Feb 2020 0 repositories listed
• Bootstrapping a DQN Replay Memory with Synthetic Experiences
  4 Feb 2020 0 repositories listed
• Finite Time Analysis of Linear Two-timescale Stochastic Approximation with Markovian Noise
  4 Feb 2020 0 repositories listed
• Learning Task-Driven Control Policies via Information Bottlenecks
  4 Feb 2020 0 repositories listed
• Policy Gradient based Quantum Approximate Optimization Algorithm
  4 Feb 2020 0 repositories listed
• Evolutionary algorithms for constructing an ensemble of decision trees
  3 Feb 2020 0 repositories listed
• Finite-Sample Analysis of Stochastic Approximation Using Smooth Convex Envelopes
  3 Feb 2020 0 repositories listed
• Deep Reinforcement Learning for Autonomous Driving: A Survey
  2 Feb 2020 0 repositories listed
• PolicyGNN: Aggregation Optimization for Graph Neural Networks
  1 Feb 2020 0 repositories listed
• A Deep Reinforcement Learning Approach to Concurrent Bilateral Negotiation
  31 Jan 2020 0 repositories listed
• Locally Private Distributed Reinforcement Learning
  31 Jan 2020 0 repositories listed
• Predicting Goal-directed Attention Control Using Inverse-Reinforcement Learning
  31 Jan 2020 0 repositories listed
• Preventing Imitation Learning with Adversarial Policy Ensembles
  31 Jan 2020 0 repositories listed
• Survey of Deep Reinforcement Learning for Motion Planning of Autonomous Vehicles
  30 Jan 2020 0 repositories listed
• Asymptotically Efficient Off-Policy Evaluation for Tabular Reinforcement Learning
  29 Jan 2020 0 repositories listed
• Robust Multimodal Image Registration Using Deep Recurrent Reinforcement Learning
  29 Jan 2020 0 repositories listed
• Data-driven control of micro-climate in buildings: an event-triggered reinforcement learning approach
  28 Jan 2020 0 repositories listed
• Distal Explanations for Model-free Explainable Reinforcement Learning
  28 Jan 2020 0 repositories listed
• Developing Multi-Task Recommendations with Long-Term Rewards via Policy Distilled Reinforcement Learning
  27 Jan 2020 0 repositories listed
• Reinforcement Learning-based Application Autoscaling in the Cloud: A Survey
  27 Jan 2020 0 repositories listed
• Unsupervised Program Synthesis for Images By Sampling Without Replacement
  27 Jan 2020 0 repositories listed
• Constrained Upper Confidence Reinforcement Learning
  26 Jan 2020 0 repositories listed
• Sentiment and Knowledge Based Algorithmic Trading with Deep Reinforcement Learning
  26 Jan 2020 0 repositories listed
• Deep Reinforcement Learning based Blind mmWave MIMO Beam Alignment
  25 Jan 2020 0 repositories listed
• Following Instructions by Imagining and Reaching Visual Goals
  25 Jan 2020 0 repositories listed
• EgoMap: Projective mapping and structured egocentric memory for Deep RL
  24 Jan 2020 0 repositories listed
• End-to-End Vision-Based Adaptive Cruise Control (ACC) Using Deep Reinforcement Learning
  24 Jan 2020 0 repositories listed
• Pricing commodity swing options
  24 Jan 2020 0 repositories listed
• Facial Feedback for Reinforcement Learning: A Case Study and Offline Analysis Using the TAMER Framework
  23 Jan 2020 0 repositories listed
• Reducing Non-Normative Text Generation from Language Models
  23 Jan 2020 0 repositories listed
• Multi-objective Neural Architecture Search via Non-stationary Policy Gradient
  23 Jan 2020 0 repositories listed
• Local Policy Optimization for Trajectory-Centric Reinforcement Learning
  22 Jan 2020 0 repositories listed
• On Solving Cooperative MARL Problems with a Few Good Experiences
  22 Jan 2020 0 repositories listed
• Reinforcement Learning Based Vehicle-cell Association Algorithm for Highly Mobile Millimeter Wave Communication
  22 Jan 2020 0 repositories listed
• Cooperative Highway Work Zone Merge Control based on Reinforcement Learning in A Connected and Automated Environment
  21 Jan 2020 0 repositories listed
• Improving Interaction Quality Estimation with BiLSTMs and the Impact on Dialogue Policy Learning
  21 Jan 2020 0 repositories listed
• Intelligent Bandwidth Allocation for Latency Management in NG-EPON using Reinforcement Learning Methods
  21 Jan 2020 0 repositories listed
• Lyceum: An efficient and scalable ecosystem for robot learning
  21 Jan 2020 0 repositories listed
• Unsupervisedly Learned Representations: Should the Quest be Over?
  21 Jan 2020 0 repositories listed
• Memristor Hardware-Friendly Reinforcement Learning
  20 Jan 2020 0 repositories listed
• Nested-Wasserstein Self-Imitation Learning for Sequence Generation
  20 Jan 2020 0 repositories listed
• Reinforcement Learning with Probabilistically Complete Exploration
  20 Jan 2020 0 repositories listed
• A Survey of Reinforcement Learning Techniques: Strategies, Recent Development, and Future Directions
  19 Jan 2020 0 repositories listed
• FRESH: Interactive Reward Shaping in High-Dimensional State Spaces using Human Feedback
  19 Jan 2020 0 repositories listed
• Learning Options from Demonstration using Skill Segmentation
  19 Jan 2020 0 repositories listed
• cube2net: Efficient Query-Specific Network Construction with Data Cube Organization
  18 Jan 2020 0 repositories listed
• BNAS:An Efficient Neural Architecture Search Approach Using Broad Scalable Architecture
  18 Jan 2020 0 repositories listed
• Multi-agent Motion Planning for Dense and Dynamic Environments via Deep Reinforcement Learning
  18 Jan 2020 0 repositories listed
• Algorithms in Multi-Agent Systems: A Holistic Perspective from Reinforcement Learning and Game Theory
  17 Jan 2020 0 repositories listed
• MIME: Mutual Information Minimisation Exploration
  16 Jan 2020 0 repositories listed
• Reward Shaping for Reinforcement Learning with Omega-Regular Objectives
  16 Jan 2020 0 repositories listed
• Model-based Multi-Agent Reinforcement Learning with Cooperative Prioritized Sweeping
  15 Jan 2020 0 repositories listed
• Robotic Grasp Manipulation Using Evolutionary Computing and Deep Reinforcement Learning
  15 Jan 2020 0 repositories listed
• SEERL: Sample Efficient Ensemble Reinforcement Learning
  15 Jan 2020 0 repositories listed
• Exploiting Language Instructions for Interpretable and Compositional Reinforcement Learning
  13 Jan 2020 0 repositories listed
• Learning to Locomote with Deep Neural-Network and CPG-based Control in a Soft Snake Robot
  13 Jan 2020 0 repositories listed
• Multi-Robot Formation Control Using Reinforcement Learning
  13 Jan 2020 0 repositories listed
• Deep Reinforcement Learning for Complex Manipulation Tasks with Sparse Feedback
  12 Jan 2020 0 repositories listed
• Weakly Supervised Video Summarization by Hierarchical Reinforcement Learning
  12 Jan 2020 0 repositories listed