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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 103 of 152: papers 10,201 to 10,300 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.

• Scenic4RL: Programmatic Modeling and Generation of Reinforcement Learning Environments
  18 Jun 2021 0 repositories listed
• Strategically-timed State-Observation Attacks on Deep Reinforcement Learning Agents
  18 Jun 2021 0 repositories listed
• A Deep Reinforcement Learning Approach towards Pendulum Swing-up Problem based on TF-Agents
  17 Jun 2021 0 repositories listed
• A Reinforcement Learning Approach for an IRS-assisted NOMA Network
  17 Jun 2021 0 repositories listed
• Adapting the Function Approximation Architecture in Online Reinforcement Learning
  17 Jun 2021 0 repositories listed
• Cooperative Multi-Agent Reinforcement Learning Based Distributed Dynamic Spectrum Access in Cognitive Radio Networks
  17 Jun 2021 0 repositories listed
• Deep Reinforcement Learning Based Optimization for IRS Based UAV-NOMA Downlink Networks
  17 Jun 2021 0 repositories listed
• Deep reinforcement learning with automated label extraction from clinical reports accurately classifies 3D MRI brain volumes
  17 Jun 2021 0 repositories listed
• Many Agent Reinforcement Learning Under Partial Observability
  17 Jun 2021 0 repositories listed
• Modelling resource allocation in uncertain system environment through deep reinforcement learning
  17 Jun 2021 0 repositories listed
• Automatic Curricula via Expert Demonstrations
  16 Jun 2021 0 repositories listed
• Behavioral Priors and Dynamics Models: Improving Performance and Domain Transfer in Offline RL
  16 Jun 2021 0 repositories listed
• MPC-based Reinforcement Learning for a Simplified Freight Mission of Autonomous Surface Vehicles
  16 Jun 2021 0 repositories listed
• Mungojerrie: Reinforcement Learning of Linear-Time Objectives
  16 Jun 2021 0 repositories listed
• Reinforcement Learning for Markovian Bandits: Is Posterior Sampling more Scalable than Optimism?
  16 Jun 2021 0 repositories listed
• Reinforcement learning for pursuit and evasion of microswimmers at low Reynolds number
  16 Jun 2021 0 repositories listed
• Unbiased Methods for Multi-Goal Reinforcement Learning
  16 Jun 2021 0 repositories listed
• Deep reinforcement learning on a multi-asset environment for trading
  15 Jun 2021 0 repositories listed
• Fundamental Limits of Reinforcement Learning in Environment with Endogeneous and Exogeneous Uncertainty
  15 Jun 2021 0 repositories listed
• Minimizing Communication while Maximizing Performance in Multi-Agent Reinforcement Learning
  15 Jun 2021 0 repositories listed
• On Multi-objective Policy Optimization as a Tool for Reinforcement Learning: Case Studies in Offline RL and Finetuning
  15 Jun 2021 0 repositories listed
• On the Power of Multitask Representation Learning in Linear MDP
  15 Jun 2021 0 repositories listed
• Population-coding and Dynamic-neurons improved Spiking Actor Network for Reinforcement Learning
  15 Jun 2021 0 repositories listed
• Residual Reinforcement Learning from Demonstrations
  15 Jun 2021 0 repositories listed
• Sample Efficient Reinforcement Learning In Continuous State Spaces: A Perspective Beyond Linearity
  15 Jun 2021 0 repositories listed
• Towards Safe Control of Continuum Manipulator Using Shielded Multiagent Reinforcement Learning
  15 Jun 2021 0 repositories listed
• Automatic Document Sketching: Generating Drafts from Analogous Texts
  14 Jun 2021 0 repositories listed
• Learning-Aided Heuristics Design for Storage System
  14 Jun 2021 0 repositories listed
• On-Policy Deep Reinforcement Learning for the Average-Reward Criterion
  14 Jun 2021 0 repositories listed
• Online Sub-Sampling for Reinforcement Learning with General Function Approximation
  14 Jun 2021 0 repositories listed
• Poisoning Deep Reinforcement Learning Agents with In-Distribution Triggers
  14 Jun 2021 0 repositories listed
• Targeted Data Acquisition for Evolving Negotiation Agents
  14 Jun 2021 0 repositories listed
• Training like Playing: A Reinforcement Learning And Knowledge Graph-based framework for building Automatic Consultation System in Medical Field
  14 Jun 2021 0 repositories listed
• User-Guided Personalized Image Aesthetic Assessment based on Deep Reinforcement Learning
  14 Jun 2021 0 repositories listed
• Which Mutual-Information Representation Learning Objectives are Sufficient for Control?
  14 Jun 2021 0 repositories listed
• A new soft computing method for integration of expert's knowledge in reinforcement learn-ing problems
  13 Jun 2021 0 repositories listed
• Bellman-consistent Pessimism for Offline Reinforcement Learning
  13 Jun 2021 0 repositories listed
• Data-Efficient Exploration with Self Play for Atari
  13 Jun 2021 0 repositories listed
• Density-Based Bonuses on Learned Representations for Reward-Free Exploration in Deep Reinforcement Learning
  13 Jun 2021 0 repositories listed
• Disentangled Predictive Representation for Meta-Reinforcement Learning
  13 Jun 2021 0 repositories listed
• Exploration-Driven Representation Learning in Reinforcement Learning
  13 Jun 2021 0 repositories listed
• Learning on Abstract Domains: A New Approach for Verifiable Guarantee in Reinforcement Learning
  13 Jun 2021 0 repositories listed
• Learning Task-Relevant Representations with Selective Contrast for Reinforcement Learning in a Real-World Application
  13 Jun 2021 0 repositories listed
• Learning to Explore Multiple Environments without Rewards
  13 Jun 2021 0 repositories listed
• MASAI: Multi-agent Summative Assessment Improvement for Unsupervised Environment Design
  13 Jun 2021 0 repositories listed
• Representation Learning for Out-of-distribution Generalization in Reinforcement Learning
  13 Jun 2021 0 repositories listed
• Tangent Space Least Adaptive Clustering
  13 Jun 2021 0 repositories listed
• Model-free Reinforcement Learning for Branching Markov Decision Processes
  12 Jun 2021 0 repositories listed
• A3C-S: Automated Agent Accelerator Co-Search towards Efficient Deep Reinforcement Learning
  11 Jun 2021 0 repositories listed
• Automatic Risk Adaptation in Distributional Reinforcement Learning
  11 Jun 2021 0 repositories listed
• Corruption-Robust Offline Reinforcement Learning
  11 Jun 2021 0 repositories listed
• Courteous Behavior of Automated Vehicles at Unsignalized Intersections via Reinforcement Learning
  11 Jun 2021 0 repositories listed
• DECORE: Deep Compression with Reinforcement Learning
  11 Jun 2021 0 repositories listed
• GDI: Rethinking What Makes Reinforcement Learning Different From Supervised Learning
  11 Jun 2021 0 repositories listed
• Offline Reinforcement Learning as Anti-Exploration
  11 Jun 2021 0 repositories listed
• Safe Reinforcement Learning with Linear Function Approximation
  11 Jun 2021 0 repositories listed
• Taylor Expansion of Discount Factors
  11 Jun 2021 0 repositories listed
• To Beam Or Not To Beam: That is a Question of Cooperation for Language GANs
  11 Jun 2021 0 repositories listed
• Data-driven battery operation for energy arbitrage using rainbow deep reinforcement learning
  10 Jun 2021 0 repositories listed
• Hyperspace Neighbor Penetration Approach to Dynamic Programming for Model-Based Reinforcement Learning Problems with Slowly Changing Variables in A Continuous State Space
  10 Jun 2021 0 repositories listed
• RLCorrector: Reinforced Proofreading for Cell-level Microscopy Image Segmentation
  10 Jun 2021 0 repositories listed
• Thompson Sampling with a Mixture Prior
  10 Jun 2021 0 repositories listed
• 5G MIMO Data for Machine Learning: Application to Beam-Selection using Deep Learning
  9 Jun 2021 0 repositories listed
• Bayesian Bellman Operators
  9 Jun 2021 0 repositories listed
• Deception in Social Learning: A Multi-Agent Reinforcement Learning Perspective
  9 Jun 2021 0 repositories listed
• Eye of the Beholder: Improved Relation Generalization for Text-based Reinforcement Learning Agents
  9 Jun 2021 0 repositories listed
• Offline Inverse Reinforcement Learning
  9 Jun 2021 0 repositories listed
• Online Learning for Stochastic Shortest Path Model via Posterior Sampling
  9 Jun 2021 0 repositories listed
• Over-the-fiber Digital Predistortion Using Reinforcement Learning
  9 Jun 2021 0 repositories listed
• Policy Finetuning: Bridging Sample-Efficient Offline and Online Reinforcement Learning
  9 Jun 2021 0 repositories listed
• Reinforcement Learning for Industrial Control Network Cyber Security Orchestration
  9 Jun 2021 0 repositories listed
• A Deep Value-network Based Approach for Multi-Driver Order Dispatching
  8 Jun 2021 0 repositories listed
• Don't Get Yourself into Trouble! Risk-aware Decision-Making for Autonomous Vehicles
  8 Jun 2021 0 repositories listed
• Left Ventricle Contouring in Cardiac Images Based on Deep Reinforcement Learning
  8 Jun 2021 0 repositories listed
• Residual Feedback Learning for Contact-Rich Manipulation Tasks with Uncertainty
  8 Jun 2021 0 repositories listed
• RewardsOfSum: Exploring Reinforcement Learning Rewards for Summarisation
  8 Jun 2021 0 repositories listed
• There Is No Turning Back: A Self-Supervised Approach for Reversibility-Aware Reinforcement Learning
  8 Jun 2021 0 repositories listed
• Towards Practical Credit Assignment for Deep Reinforcement Learning
  8 Jun 2021 0 repositories listed
• A Computational Model of Representation Learning in the Brain Cortex, Integrating Unsupervised and Reinforcement Learning
  7 Jun 2021 0 repositories listed
• Average-Reward Reinforcement Learning with Trust Region Methods
  7 Jun 2021 0 repositories listed
• Concave Utility Reinforcement Learning: the Mean-Field Game Viewpoint
  7 Jun 2021 0 repositories listed
• Explainable Artificial Intelligence (XAI) for Increasing User Trust in Deep Reinforcement Learning Driven Autonomous Systems
  7 Jun 2021 0 repositories listed
• Identifiability in inverse reinforcement learning
  7 Jun 2021 0 repositories listed
• Learning Combinatorial Node Labeling Algorithms
  7 Jun 2021 0 repositories listed
• Learning to Guide a Saturation-Based Theorem Prover
  7 Jun 2021 0 repositories listed
• Learning without Knowing: Unobserved Context in Continuous Transfer Reinforcement Learning
  7 Jun 2021 0 repositories listed
• Multi-agent Battery Storage Management using MPC-based Reinforcement Learning
  7 Jun 2021 0 repositories listed
• The Power of Exploiter: Provable Multi-Agent RL in Large State Spaces
  7 Jun 2021 0 repositories listed
• Towards robust and domain agnostic reinforcement learning competitions
  7 Jun 2021 0 repositories listed
• 3D UAV Trajectory and Data Collection Optimisation via Deep Reinforcement Learning
  6 Jun 2021 0 repositories listed
• DisTop: Discovering a Topological representation to learn diverse and rewarding skills
  6 Jun 2021 0 repositories listed
• Learning MDPs from Features: Predict-Then-Optimize for Sequential Decision Problems by Reinforcement Learning
  6 Jun 2021 0 repositories listed
• Heuristic-Guided Reinforcement Learning
  5 Jun 2021 0 repositories listed
• Learning Routines for Effective Off-Policy Reinforcement Learning
  5 Jun 2021 0 repositories listed
• Reinforcement Learning for Assignment Problem with Time Constraints
  5 Jun 2021 0 repositories listed
• Be Considerate: Objectives, Side Effects, and Deciding How to Act
  4 Jun 2021 0 repositories listed
• Detecting and Adapting to Novelty in Games
  4 Jun 2021 0 repositories listed
• Resource Allocation in Disaggregated Data Centre Systems with Reinforcement Learning
  4 Jun 2021 0 repositories listed
• Robustifying Reinforcement Learning Policies with ℒ₁ Adaptive Control
  4 Jun 2021 0 repositories listed
• Feeling of Presence Maximization: mmWave-Enabled Virtual Reality Meets Deep Reinforcement Learning
  3 Jun 2021 0 repositories listed