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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 99 of 152: papers 9,801 to 9,900 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.

• Uncertainty Regularized Policy Learning for Offline Reinforcement Learning
  29 Sep 2021 0 repositories listed
• Understanding and Leveraging Overparameterization in Recursive Value Estimation
  29 Sep 2021 0 repositories listed
• Understanding the Generalization Gap in Visual Reinforcement Learning
  29 Sep 2021 0 repositories listed
• Untangling Braids with Multi-agent Q-Learning
  29 Sep 2021 0 repositories listed
• Value Refinement Network (VRN)
  29 Sep 2021 0 repositories listed
• Variational oracle guiding for reinforcement learning
  29 Sep 2021 0 repositories listed
• WaveCorr: Deep Reinforcement Learning with Permutation Invariant Policy Networks for Portfolio Management
  29 Sep 2021 0 repositories listed
• Weakly-Supervised Learning of Disentangled and Interpretable Skills for Hierarchical Reinforcement Learning
  29 Sep 2021 0 repositories listed
• Why so pessimistic? Estimating uncertainties for offline RL through ensembles, and why their independence matters.
  29 Sep 2021 0 repositories listed
• Zero-Shot Reward Specification via Grounded Natural Language
  29 Sep 2021 0 repositories listed
• A First-Occupancy Representation for Reinforcement Learning
  28 Sep 2021 0 repositories listed
• Adaptive Informative Path Planning Using Deep Reinforcement Learning for UAV-based Active Sensing
  28 Sep 2021 0 repositories listed
• An Offline Deep Reinforcement Learning for Maintenance Decision-Making
  28 Sep 2021 0 repositories listed
• Deep Reinforcement Learning Versus Evolution Strategies: A Comparative Survey
  28 Sep 2021 0 repositories listed
• Deep Reinforcement Learning with Adjustments
  28 Sep 2021 0 repositories listed
• Exploring More When It Needs in Deep Reinforcement Learning
  28 Sep 2021 0 repositories listed
• Identifying Reasoning Flaws in Planning-Based RL Using Tree Explanations
  28 Sep 2021 0 repositories listed
• Longitudinal Deep Truck: Deep learning and deep reinforcement learning for modeling and control of longitudinal dynamics of heavy duty trucks
  28 Sep 2021 0 repositories listed
• Making Curiosity Explicit in Vision-based RL
  28 Sep 2021 0 repositories listed
• Reinforcement Learning for Quantitative Trading
  28 Sep 2021 0 repositories listed
• DRL-based Slice Placement under Realistic Network Load Conditions
  27 Sep 2021 0 repositories listed
• Efficiently Training On-Policy Actor-Critic Networks in Robotic Deep Reinforcement Learning with Demonstration-like Sampled Exploration
  27 Sep 2021 0 repositories listed
• From internal models toward metacognitive AI
  27 Sep 2021 0 repositories listed
• Model-Free Reinforcement Learning for Optimal Control of MarkovDecision Processes Under Signal Temporal Logic Specifications
  27 Sep 2021 0 repositories listed
• Towards Reinforcement Learning for Pivot-based Neural Machine Translation with Non-autoregressive Transformer
  27 Sep 2021 0 repositories listed
• Deep Reinforcement Learning for Wireless Scheduling in Distributed Networked Control
  26 Sep 2021 0 repositories listed
• On the Feasibility of Learning Finger-gaiting In-hand Manipulation with Intrinsic Sensing
  26 Sep 2021 0 repositories listed
• L²NAS: Learning to Optimize Neural Architectures via Continuous-Action Reinforcement Learning
  25 Sep 2021 0 repositories listed
• A Graph Policy Network Approach for Volt-Var Control in Power Distribution Systems
  24 Sep 2021 0 repositories listed
• Adaptive Sampling Quasi-Newton Methods for Zeroth-Order Stochastic Optimization
  24 Sep 2021 0 repositories listed
• The f-Divergence Reinforcement Learning Framework
  24 Sep 2021 0 repositories listed
• Combining Contention-Based Spectrum Access and Adaptive Modulation using Deep Reinforcement Learning
  24 Sep 2021 0 repositories listed
• Go-Blend behavior and affect
  24 Sep 2021 0 repositories listed
• Learnable Triangulation for Deep Learning-based 3D Reconstruction of Objects of Arbitrary Topology from Single RGB Images
  24 Sep 2021 0 repositories listed
• Neuroprospecting with DeepRL agents
  24 Sep 2021 0 repositories listed
• Regularization Guarantees Generalization in Bayesian Reinforcement Learning through Algorithmic Stability
  24 Sep 2021 0 repositories listed
• A Multi-Agent Deep Reinforcement Learning Coordination Framework for Connected and Automated Vehicles at Merging Roadways
  23 Sep 2021 0 repositories listed
• Dimension-Free Rates for Natural Policy Gradient in Multi-Agent Reinforcement Learning
  23 Sep 2021 0 repositories listed
• Hierarchies of Planning and Reinforcement Learning for Robot Navigation
  23 Sep 2021 0 repositories listed
• Deep Reinforcement Learning-Based Long-Range Autonomous Valet Parking for Smart Cities
  23 Sep 2021 0 repositories listed
• PredictionNet: Real-Time Joint Probabilistic Traffic Prediction for Planning, Control, and Simulation
  23 Sep 2021 0 repositories listed
• Reinforcement Learning Under Algorithmic Triage
  23 Sep 2021 0 repositories listed
• A Survey on Reinforcement Learning for Recommender Systems
  22 Sep 2021 0 repositories listed
• Adversarial Training Blocks Generalization in Neural Policies
  22 Sep 2021 0 repositories listed
• Benchmarking Lane-changing Decision-making for Deep Reinforcement Learning
  22 Sep 2021 0 repositories listed
• Introducing Symmetries to Black Box Meta Reinforcement Learning
  22 Sep 2021 0 repositories listed
• Locality Matters: A Scalable Value Decomposition Approach for Cooperative Multi-Agent Reinforcement Learning
  22 Sep 2021 0 repositories listed
• MEPG: A Minimalist Ensemble Policy Gradient Framework for Deep Reinforcement Learning
  22 Sep 2021 0 repositories listed
• Return Dispersion as an Estimator of Learning Potential for Prioritized Level Replay
  22 Sep 2021 0 repositories listed
• Towards Multi-Agent Reinforcement Learning using Quantum Boltzmann Machines
  22 Sep 2021 0 repositories listed
• A Distance-based Anomaly Detection Framework for Deep Reinforcement Learning
  21 Sep 2021 0 repositories listed
• Example-Driven Model-Based Reinforcement Learning for Solving Long-Horizon Visuomotor Tasks
  21 Sep 2021 0 repositories listed
• Learning offline: memory replay in biological and artificial reinforcement learning
  21 Sep 2021 0 repositories listed
• A Reinforcement Learning Approach to the Stochastic Cutting Stock Problem
  20 Sep 2021 0 repositories listed
• A Survey of Text Games for Reinforcement Learning informed by Natural Language
  20 Sep 2021 0 repositories listed
• ACReL: Adversarial Conditional value-at-risk Reinforcement Learning
  20 Sep 2021 0 repositories listed
• Learning Natural Language Generation from Scratch
  20 Sep 2021 0 repositories listed
• Reinforcement Learning for Finite-Horizon Restless Multi-Armed Multi-Action Bandits
  20 Sep 2021 0 repositories listed
• Two Approaches to Building Collaborative, Task-Oriented Dialog Agents through Self-Play
  20 Sep 2021 0 repositories listed
• Dual Behavior Regularized Reinforcement Learning
  19 Sep 2021 0 repositories listed
• Greedy UnMixing for Q-Learning in Multi-Agent Reinforcement Learning
  19 Sep 2021 0 repositories listed
• Lifelong Robotic Reinforcement Learning by Retaining Experiences
  19 Sep 2021 0 repositories listed
• Regularize! Don't Mix: Multi-Agent Reinforcement Learning without Explicit Centralized Structures
  19 Sep 2021 0 repositories listed
• Accelerating Offline Reinforcement Learning Application in Real-Time Bidding and Recommendation: Potential Use of Simulation
  17 Sep 2021 0 repositories listed
• Carl-Lead: Lidar-based End-to-End Autonomous Driving with Contrastive Deep Reinforcement Learning
  17 Sep 2021 0 repositories listed
• Coordinated Random Access for Industrial IoT With Correlated Traffic By Reinforcement-Learning
  17 Sep 2021 0 repositories listed
• Decentralized Global Connectivity Maintenance for Multi-Robot Navigation: A Reinforcement Learning Approach
  17 Sep 2021 0 repositories listed
• Deep Reinforcement Learning Based Multidimensional Resource Management for Energy Harvesting Cognitive NOMA Communications
  17 Sep 2021 0 repositories listed
• Soft Actor-Critic With Integer Actions
  17 Sep 2021 0 repositories listed
• Comparison and Unification of Three Regularization Methods in Batch Reinforcement Learning
  16 Sep 2021 0 repositories listed
• Conservative Data Sharing for Multi-Task Offline Reinforcement Learning
  16 Sep 2021 0 repositories listed
• Enabling risk-aware Reinforcement Learning for medical interventions through uncertainty decomposition
  16 Sep 2021 0 repositories listed
• Learning from Peers: Deep Transfer Reinforcement Learning for Joint Radio and Cache Resource Allocation in 5G RAN Slicing
  16 Sep 2021 0 repositories listed
• RAPID-RL: A Reconfigurable Architecture with Preemptive-Exits for Efficient Deep-Reinforcement Learning
  16 Sep 2021 0 repositories listed
• Reinforcement Learning on Encrypted Data
  16 Sep 2021 0 repositories listed
• Convergence of a Human-in-the-Loop Policy-Gradient Algorithm With Eligibility Trace Under Reward, Policy, and Advantage Feedback
  15 Sep 2021 0 repositories listed
• Optimal Cycling of a Heterogenous Battery Bank via Reinforcement Learning
  15 Sep 2021 0 repositories listed
• Short Quantum Circuits in Reinforcement Learning Policies for the Vehicle Routing Problem
  15 Sep 2021 0 repositories listed
• What Does The User Want? Information Gain for Hierarchical Dialogue Policy Optimisation
  15 Sep 2021 0 repositories listed
• Continuous Homeostatic Reinforcement Learning for Self-Regulated Autonomous Agents
  14 Sep 2021 0 repositories listed
• DSDF: An approach to handle stochastic agents in collaborative multi-agent reinforcement learning
  14 Sep 2021 0 repositories listed
• Exploration in Deep Reinforcement Learning: From Single-Agent to Multiagent Domain
  14 Sep 2021 0 repositories listed
• ROMAX: Certifiably Robust Deep Multiagent Reinforcement Learning via Convex Relaxation
  14 Sep 2021 0 repositories listed
• A Practical Adversarial Attack on Contingency Detection of Smart Energy Systems
  13 Sep 2021 0 repositories listed
• Achieving Zero Constraint Violation for Constrained Reinforcement Learning via Primal-Dual Approach
  13 Sep 2021 0 repositories listed
• Computation Rate Maximum for Mobile Terminals in UAV-assisted Wireless Powered MEC Networks with Fairness Constraint
  13 Sep 2021 0 repositories listed
• Learning-to-defer for sequential medical decision-making under uncertainty
  13 Sep 2021 0 repositories listed
• RADARS: Memory Efficient Reinforcement Learning Aided Differentiable Neural Architecture Search
  13 Sep 2021 0 repositories listed
• Reinforcement Learning for Load-balanced Parallel Particle Tracing
  13 Sep 2021 0 repositories listed
• Theoretical Guarantees of Fictitious Discount Algorithms for Episodic Reinforcement Learning and Global Convergence of Policy Gradient Methods
  13 Sep 2021 0 repositories listed
• A Socially Aware Reinforcement Learning Agent for The Single Track Road Problem
  12 Sep 2021 0 repositories listed
• Concave Utility Reinforcement Learning with Zero-Constraint Violations
  12 Sep 2021 0 repositories listed
• EMVLight: A Decentralized Reinforcement Learning Framework for Efficient Passage of Emergency Vehicles
  12 Sep 2021 0 repositories listed
• Federated Ensemble Model-based Reinforcement Learning in Edge Computing
  12 Sep 2021 0 repositories listed
• Financial Trading with Feature Preprocessing and Recurrent Reinforcement Learning
  11 Sep 2021 0 repositories listed
• Data Generation Method for Learning a Low-dimensional Safe Region in Safe Reinforcement Learning
  10 Sep 2021 0 repositories listed
• Multi-agent deep reinforcement learning (MADRL) meets multi-user MIMO systems
  10 Sep 2021 0 repositories listed
• Optimizing a domestic battery and solar photovoltaic system with deep reinforcement learning
  10 Sep 2021 0 repositories listed
• Projected State-action Balancing Weights for Offline Reinforcement Learning
  10 Sep 2021 0 repositories listed
• Deep Reinforcement Learning for Equal Risk Pricing and Hedging under Dynamic Expectile Risk Measures
  9 Sep 2021 0 repositories listed