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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 68 of 152: papers 6,701 to 6,800 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.

• Novelty Detection in Reinforcement Learning with World Models
  12 Oct 2023 0 repositories listed
• Discerning Temporal Difference Learning
  12 Oct 2023 0 repositories listed
• Off-Policy Evaluation for Human Feedback
  11 Oct 2023 0 repositories listed
• Online RL in Linearly q^π-Realizable MDPs Is as Easy as in Linear MDPs If You Learn What to Ignore
  11 Oct 2023 0 repositories listed
• Reinforcement Learning-based Knowledge Graph Reasoning for Explainable Fact-checking
  11 Oct 2023 0 repositories listed
• Bi-Level Offline Policy Optimization with Limited Exploration
  10 Oct 2023 0 repositories listed
• f-Policy Gradients: A General Framework for Goal Conditioned RL using f-Divergences
  10 Oct 2023 0 repositories listed
• Reinforcement Learning in a Safety-Embedded MDP with Trajectory Optimization
  10 Oct 2023 0 repositories listed
• Scalable Semantic Non-Markovian Simulation Proxy for Reinforcement Learning
  10 Oct 2023 0 repositories listed
• Spectral Entry-wise Matrix Estimation for Low-Rank Reinforcement Learning
  10 Oct 2023 0 repositories listed
• Multi-timestep models for Model-based Reinforcement Learning
  9 Oct 2023 0 repositories listed
• On Double Descent in Reinforcement Learning with LSTD and Random Features
  9 Oct 2023 0 repositories listed
• Predictive auxiliary objectives in deep RL mimic learning in the brain
  9 Oct 2023 0 repositories listed
• When is Agnostic Reinforcement Learning Statistically Tractable?
  9 Oct 2023 0 repositories listed
• Distributional Reinforcement Learning with Online Risk-awareness Adaption
  8 Oct 2023 0 repositories listed
• Learning Generalizable Agents via Saliency-Guided Features Decorrelation
  8 Oct 2023 0 repositories listed
• Lifelong Learning for Fog Load Balancing: A Transfer Learning Approach
  8 Oct 2023 0 repositories listed
• Optimal Sequential Decision-Making in Geosteering: A Reinforcement Learning Approach
  7 Oct 2023 0 repositories listed
• Reinforced UI Instruction Grounding: Towards a Generic UI Task Automation API
  7 Oct 2023 0 repositories listed
• Improving Offline-to-Online Reinforcement Learning with Q Conditioned State Entropy Exploration
  7 Oct 2023 0 repositories listed
• AURO: Reinforcement Learning for Adaptive User Retention Optimization in Recommender Systems
  6 Oct 2023 0 repositories listed
• Improving Reinforcement Learning Efficiency with Auxiliary Tasks in Non-Visual Environments: A Comparison
  6 Oct 2023 0 repositories listed
• Self-Confirming Transformer for Belief-Conditioned Adaptation in Offline Multi-Agent Reinforcement Learning
  6 Oct 2023 0 repositories listed
• Constraint-Conditioned Policy Optimization for Versatile Safe Reinforcement Learning
  5 Oct 2023 0 repositories listed
• How the level sampling process impacts zero-shot generalisation in deep reinforcement learning
  5 Oct 2023 0 repositories listed
• Optimal Control of District Cooling Energy Plant with Reinforcement Learning and MPC
  5 Oct 2023 0 repositories listed
• Resilient Legged Local Navigation: Learning to Traverse with Compromised Perception End-to-End
  5 Oct 2023 0 repositories listed
• RTDK-BO: High Dimensional Bayesian Optimization with Reinforced Transformer Deep kernels
  5 Oct 2023 0 repositories listed
• Safe Exploration in Reinforcement Learning: A Generalized Formulation and Algorithms
  5 Oct 2023 0 repositories listed
• Decision ConvFormer: Local Filtering in MetaFormer is Sufficient for Decision Making
  4 Oct 2023 0 repositories listed
• Reinforcement Learning with Foundation Priors: Let the Embodied Agent Efficiently Learn on Its Own
  4 Oct 2023 0 repositories listed
• ℬ-Coder: Value-Based Deep Reinforcement Learning for Program Synthesis
  4 Oct 2023 0 repositories listed
• Neural architecture impact on identifying temporally extended Reinforcement Learning tasks
  4 Oct 2023 0 repositories listed
• Proximal Policy Optimization-Based Reinforcement Learning Approach for DC-DC Boost Converter Control: A Comparative Evaluation Against Traditional Control Techniques
  4 Oct 2023 0 repositories listed
• Searching for High-Value Molecules Using Reinforcement Learning and Transformers
  4 Oct 2023 0 repositories listed
• A Deep Reinforcement Learning Approach for Interactive Search with Sentence-level Feedback
  3 Oct 2023 0 repositories listed
• AlignDiff: Aligning Diverse Human Preferences via Behavior-Customisable Diffusion Model
  3 Oct 2023 0 repositories listed
• Blending Imitation and Reinforcement Learning for Robust Policy Improvement
  3 Oct 2023 0 repositories listed
• Navigating Uncertainty in ESG Investing
  3 Oct 2023 0 repositories listed
• On Representation Complexity of Model-based and Model-free Reinforcement Learning
  3 Oct 2023 0 repositories listed
• Towards a Unified Framework for Sequential Decision Making
  3 Oct 2023 0 repositories listed
• Pessimistic Nonlinear Least-Squares Value Iteration for Offline Reinforcement Learning
  2 Oct 2023 0 repositories listed
• REMEDI: REinforcement learning-driven adaptive MEtabolism modeling of primary sclerosing cholangitis DIsease progression
  2 Oct 2023 0 repositories listed
• From Bandits Model to Deep Deterministic Policy Gradient, Reinforcement Learning with Contextual Information
  1 Oct 2023 0 repositories listed
• Adaptive Control of an Inverted Pendulum by a Reinforcement Learning-based LQR Method
  30 Sep 2023 0 repositories listed
• Controlling Neural Style Transfer with Deep Reinforcement Learning
  30 Sep 2023 0 repositories listed
• A Quantum States Preparation Method Based on Difference-Driven Reinforcement Learning
  29 Sep 2023 0 repositories listed
• Adversarial Driving Behavior Generation Incorporating Human Risk Cognition for Autonomous Vehicle Evaluation
  29 Sep 2023 0 repositories listed
• Learning to Rewrite Prompts for Personalized Text Generation
  29 Sep 2023 0 repositories listed
• Reinforcement Learning for Node Selection in Branch-and-Bound
  29 Sep 2023 0 repositories listed
• Efficiency Separation between RL Methods: Model-Free, Model-Based and Goal-Conditioned
  28 Sep 2023 0 repositories listed
• Robust Offline Reinforcement Learning -- Certify the Confidence Interval
  28 Sep 2023 0 repositories listed
• Stackelberg Batch Policy Learning
  28 Sep 2023 0 repositories listed
• Uncertainty-Aware Decision Transformer for Stochastic Driving Environments
  28 Sep 2023 0 repositories listed
• Raijū: Reinforcement Learning-Guided Post-Exploitation for Automating Security Assessment of Network Systems
  27 Sep 2023 0 repositories listed
• A comparison of controller architectures and learning mechanisms for arbitrary robot morphologies
  25 Sep 2023 0 repositories listed
• ODE-based Recurrent Model-free Reinforcement Learning for POMDPs
  25 Sep 2023 0 repositories listed
• On the Effectiveness of Adversarial Samples against Ensemble Learning-based Windows PE Malware Detectors
  25 Sep 2023 0 repositories listed
• Sample Complexity of Neural Policy Mirror Descent for Policy Optimization on Low-Dimensional Manifolds
  25 Sep 2023 0 repositories listed
• Tracking Control for a Spherical Pendulum via Curriculum Reinforcement Learning
  25 Sep 2023 0 repositories listed
• Boosting Offline Reinforcement Learning for Autonomous Driving with Hierarchical Latent Skills
  24 Sep 2023 0 repositories listed
• Iterative Reachability Estimation for Safe Reinforcement Learning
  24 Sep 2023 0 repositories listed
• Limits of Actor-Critic Algorithms for Decision Tree Policies Learning in IBMDPs
  23 Sep 2023 0 repositories listed
• Offline to Online Learning for Real-Time Bandwidth Estimation
  23 Sep 2023 0 repositories listed
• Reinforcement Learning for Robust Header Compression under Model Uncertainty
  23 Sep 2023 0 repositories listed
• H2O+: An Improved Framework for Hybrid Offline-and-Online RL with Dynamics Gaps
  22 Sep 2023 0 repositories listed
• Robotic Offline RL from Internet Videos via Value-Function Pre-Training
  22 Sep 2023 0 repositories listed
• Curriculum Reinforcement Learning via Morphology-Environment Co-Evolution
  21 Sep 2023 0 repositories listed
• Delays in Reinforcement Learning
  20 Sep 2023 0 repositories listed
• Deep Reinforcement Learning for Infinite Horizon Mean Field Problems in Continuous Spaces
  19 Sep 2023 0 repositories listed
• Physics-Informed Machine Learning for Data Anomaly Detection, Classification, Localization, and Mitigation: A Review, Challenges, and Path Forward
  19 Sep 2023 0 repositories listed
• Graph-enabled Reinforcement Learning for Time Series Forecasting with Adaptive Intelligence
  18 Sep 2023 0 repositories listed
• Guided Online Distillation: Promoting Safe Reinforcement Learning by Offline Demonstration
  18 Sep 2023 0 repositories listed
• Mechanic Maker 2.0: Reinforcement Learning for Evaluating Generated Rules
  18 Sep 2023 0 repositories listed
• Privileged to Predicted: Towards Sensorimotor Reinforcement Learning for Urban Driving
  18 Sep 2023 0 repositories listed
• Using Reinforcement Learning to Simplify Mealtime Insulin Dosing for People with Type 1 Diabetes: In-Silico Experiments
  17 Sep 2023 0 repositories listed
• Data-Driven H-infinity Control with a Real-Time and Efficient Reinforcement Learning Algorithm: An Application to Autonomous Mobility-on-Demand Systems
  16 Sep 2023 0 repositories listed
• DOMAIN: MilDly COnservative Model-BAsed OfflINe Reinforcement Learning
  16 Sep 2023 0 repositories listed
• A Spiking Binary Neuron -- Detector of Causal Links
  15 Sep 2023 0 repositories listed
• Autonomous and Human-Driven Vehicles Interacting in a Roundabout: A Quantitative and Qualitative Evaluation
  15 Sep 2023 0 repositories listed
• Equivariant Data Augmentation for Generalization in Offline Reinforcement Learning
  14 Sep 2023 0 repositories listed
• Physically Plausible Full-Body Hand-Object Interaction Synthesis
  14 Sep 2023 0 repositories listed
• Proximal Bellman mappings for reinforcement learning and their application to robust adaptive filtering
  14 Sep 2023 0 repositories listed
• A Real-World Quadrupedal Locomotion Benchmark for Offline Reinforcement Learning
  13 Sep 2023 0 repositories listed
• Harnessing Deep Q-Learning for Enhanced Statistical Arbitrage in High-Frequency Trading: A Comprehensive Exploration
  13 Sep 2023 0 repositories listed
• Investigating the Impact of Action Representations in Policy Gradient Algorithms
  13 Sep 2023 0 repositories listed
• Safe Reinforcement Learning with Dual Robustness
  13 Sep 2023 0 repositories listed
• Risk-Aware Reinforcement Learning through Optimal Transport Theory
  12 Sep 2023 0 repositories listed
• Improved Monte Carlo tree search formulation with multiple root nodes for discrete sizing optimization of truss structures
  12 Sep 2023 0 repositories listed
• Representation Learning in Low-rank Slate-based Recommender Systems
  10 Sep 2023 0 repositories listed
• Signal Temporal Logic Neural Predictive Control
  10 Sep 2023 0 repositories listed
• Advantage Actor-Critic with Reasoner: Explaining the Agent's Behavior from an Exploratory Perspective
  9 Sep 2023 0 repositories listed
• Verifiable Reinforcement Learning Systems via Compositionality
  9 Sep 2023 0 repositories listed
• Seeing-Eye Quadruped Navigation with Force Responsive Locomotion Control
  8 Sep 2023 0 repositories listed
• A State Representation for Diminishing Rewards
  7 Sep 2023 0 repositories listed
• REBOOT: Reuse Data for Bootstrapping Efficient Real-World Dexterous Manipulation
  6 Sep 2023 0 repositories listed
• A Survey of Imitation Learning: Algorithms, Recent Developments, and Challenges
  5 Sep 2023 0 repositories listed
• Dialog Action-Aware Transformer for Dialog Policy Learning
  5 Sep 2023 0 repositories listed
• INTAGS: Interactive Agent-Guided Simulation
  4 Sep 2023 0 repositories listed
• Hundreds Guide Millions: Adaptive Offline Reinforcement Learning with Expert Guidance
  4 Sep 2023 0 repositories listed