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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 66 of 152: papers 6,501 to 6,600 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.

• On Sample-Efficient Offline Reinforcement Learning: Data Diversity, Posterior Sampling, and Beyond
  6 Jan 2024 0 repositories listed
• A unified uncertainty-aware exploration: Combining epistemic and aleatory uncertainty
  5 Jan 2024 0 repositories listed
• Adaptive Discounting of Training Time Attacks
  5 Jan 2024 0 repositories listed
• Synergistic Formulaic Alpha Generation for Quantitative Trading based on Reinforcement Learning
  5 Jan 2024 0 repositories listed
• A comprehensive survey of research towards AI-enabled unmanned aerial systems in pre-, active-, and post-wildfire management
  4 Jan 2024 0 repositories listed
• Towards an Adaptable and Generalizable Optimization Engine in Decision and Control: A Meta Reinforcement Learning Approach
  4 Jan 2024 0 repositories listed
• GLIDE-RL: Grounded Language Instruction through DEmonstration in RL
  3 Jan 2024 0 repositories listed
• Adversarially Trained Weighted Actor-Critic for Safe Offline Reinforcement Learning
  1 Jan 2024 0 repositories listed
• Personalized Dynamic Pricing Policy for Electric Vehicles: Reinforcement learning approach
  1 Jan 2024 0 repositories listed
• Regularized Parameter Uncertainty for Improving Generalization in Reinforcement Learning
  1 Jan 2024 0 repositories listed
• Training Diffusion Models Towards Diverse Image Generation with Reinforcement Learning
  1 Jan 2024 0 repositories listed
• Tight Finite Time Bounds of Two-Time-Scale Linear Stochastic Approximation with Markovian Noise
  31 Dec 2023 0 repositories listed
• Design Space Exploration of Approximate Computing Techniques with a Reinforcement Learning Approach
  29 Dec 2023 0 repositories listed
• Beyond PID Controllers: PPO with Neuralized PID Policy for Proton Beam Intensity Control in Mu2e
  28 Dec 2023 0 repositories listed
• Resilient Constrained Reinforcement Learning
  28 Dec 2023 0 repositories listed
• Conversational Question Answering with Reformulations over Knowledge Graph
  27 Dec 2023 0 repositories listed
• General Method for Solving Four Types of SAT Problems
  27 Dec 2023 0 repositories listed
• RL-MPCA: A Reinforcement Learning Based Multi-Phase Computation Allocation Approach for Recommender Systems
  27 Dec 2023 0 repositories listed
• A Bayesian Framework of Deep Reinforcement Learning for Joint O-RAN/MEC Orchestration
  26 Dec 2023 0 repositories listed
• Learning Online Policies for Person Tracking in Multi-View Environments
  26 Dec 2023 0 repositories listed
• Agent based modelling for continuously varying supply chains
  24 Dec 2023 0 repositories listed
• Gradient Shaping for Multi-Constraint Safe Reinforcement Learning
  23 Dec 2023 0 repositories listed
• Hardware-Aware DNN Compression via Diverse Pruning and Mixed-Precision Quantization
  23 Dec 2023 0 repositories listed
• Human-AI Collaboration in Real-World Complex Environment with Reinforcement Learning
  23 Dec 2023 0 repositories listed
• Mutual Information as Intrinsic Reward of Reinforcement Learning Agents for On-demand Ride Pooling
  23 Dec 2023 0 repositories listed
• Reinforcement Learning for Safe Occupancy Strategies in Educational Spaces during an Epidemic
  23 Dec 2023 0 repositories listed
• A Survey of Reinforcement Learning from Human Feedback
  22 Dec 2023 0 repositories listed
• Multiagent Copilot Approach for Shared Autonomy between Human EEG and TD3 Deep Reinforcement Learning
  22 Dec 2023 0 repositories listed
• Pangu-Agent: A Fine-Tunable Generalist Agent with Structured Reasoning
  22 Dec 2023 0 repositories listed
• REBEL: Reward Regularization-Based Approach for Robotic Reinforcement Learning from Human Feedback
  22 Dec 2023 0 repositories listed
• Maximum entropy GFlowNets with soft Q-learning
  21 Dec 2023 0 repositories listed
• Multi-Agent Probabilistic Ensembles with Trajectory Sampling for Connected Autonomous Vehicles
  21 Dec 2023 0 repositories listed
• Optimal coordination of resources: A solution from reinforcement learning
  20 Dec 2023 0 repositories listed
• Towards Machines that Trust: AI Agents Learn to Trust in the Trust Game
  20 Dec 2023 0 repositories listed
• CUDC: A Curiosity-Driven Unsupervised Data Collection Method with Adaptive Temporal Distances for Offline Reinforcement Learning
  19 Dec 2023 0 repositories listed
• Data-Driven Merton's Strategies via Policy Randomization
  19 Dec 2023 0 repositories listed
• Neural Network Approximation for Pessimistic Offline Reinforcement Learning
  19 Dec 2023 0 repositories listed
• Stable Relay Learning Optimization Approach for Fast Power System Production Cost Minimization Simulation
  19 Dec 2023 0 repositories listed
• A Dual Curriculum Learning Framework for Multi-UAV Pursuit-Evasion in Diverse Environments
  19 Dec 2023 0 repositories listed
• Active search and coverage using point-cloud reinforcement learning
  18 Dec 2023 0 repositories listed
• Safeguarded Progress in Reinforcement Learning: Safe Bayesian Exploration for Control Policy Synthesis
  18 Dec 2023 0 repositories listed
• Solving the swing-up and balance task for the Acrobot and Pendubot with SAC
  18 Dec 2023 0 repositories listed
• Advancing RAN Slicing with Offline Reinforcement Learning
  16 Dec 2023 0 repositories listed
• Fractional Deep Reinforcement Learning for Age-Minimal Mobile Edge Computing
  16 Dec 2023 0 repositories listed
• Online Restless Multi-Armed Bandits with Long-Term Fairness Constraints
  16 Dec 2023 0 repositories listed
• Assume-Guarantee Reinforcement Learning
  15 Dec 2023 0 repositories listed
• Toward Computationally Efficient Inverse Reinforcement Learning via Reward Shaping
  15 Dec 2023 0 repositories listed
• iOn-Profiler: intelligent Online multi-objective VNF Profiling with Reinforcement Learning
  14 Dec 2023 0 repositories listed
• ReCoRe: Regularized Contrastive Representation Learning of World Model
  14 Dec 2023 0 repositories listed
• Towards Automatic Data Augmentation for Disordered Speech Recognition
  14 Dec 2023 0 repositories listed
• An Invitation to Deep Reinforcement Learning
  13 Dec 2023 0 repositories listed
• Safe Exploration in Reinforcement Learning: Training Backup Control Barrier Functions with Zero Training Time Safety Violations
  13 Dec 2023 0 repositories listed
• A dynamical clipping approach with task feedback for Proximal Policy Optimization
  12 Dec 2023 0 repositories listed
• Beyond Expected Return: Accounting for Policy Reproducibility when Evaluating Reinforcement Learning Algorithms
  12 Dec 2023 0 repositories listed
• Building Open-Ended Embodied Agent via Language-Policy Bidirectional Adaptation
  12 Dec 2023 0 repositories listed
• Noise Distribution Decomposition based Multi-Agent Distributional Reinforcement Learning
  12 Dec 2023 0 repositories listed
• Toward a Reinforcement-Learning-Based System for Adjusting Medication to Minimize Speech Disfluency
  12 Dec 2023 0 repositories listed
• KnowGPT: Knowledge Graph based Prompting for Large Language Models
  11 Dec 2023 0 repositories listed
• Learning Polynomial Representations of Physical Objects with Application to Certifying Correct Packing Configurations
  11 Dec 2023 0 repositories listed
• Partial End-to-end Reinforcement Learning for Robustness Against Modelling Error in Autonomous Racing
  11 Dec 2023 0 repositories listed
• Spreeze: High-Throughput Parallel Reinforcement Learning Framework
  11 Dec 2023 0 repositories listed
• Modifying RL Policies with Imagined Actions: How Predictable Policies Can Enable Users to Perform Novel Tasks
  10 Dec 2023 0 repositories listed
• PerfRL: A Small Language Model Framework for Efficient Code Optimization
  9 Dec 2023 0 repositories listed
• Guaranteed Trust Region Optimization via Two-Phase KL Penalization
  8 Dec 2023 0 repositories listed
• Modeling Risk in Reinforcement Learning: A Literature Mapping
  8 Dec 2023 0 repositories listed
• Reinforcement Learning-Based Bionic Reflex Control for Anthropomorphic Robotic Grasping exploiting Domain Randomization
  8 Dec 2023 0 repositories listed
• Learning to sample in Cartesian MRI
  7 Dec 2023 0 repositories listed
• Safety-Enhanced Self-Learning for Optimal Power Converter Control
  7 Dec 2023 0 repositories listed
• Demand response for residential building heating: Effective Monte Carlo Tree Search control based on physics-informed neural networks
  6 Dec 2023 0 repositories listed
• Diffused Task-Agnostic Milestone Planner
  6 Dec 2023 0 repositories listed
• Evaluation of Active Feature Acquisition Methods for Static Feature Settings
  6 Dec 2023 0 repositories listed
• On the Role of the Action Space in Robot Manipulation Learning and Sim-to-Real Transfer
  6 Dec 2023 0 repositories listed
• Contact Energy Based Hindsight Experience Prioritization
  5 Dec 2023 0 repositories listed
• Convergence Rates for Stochastic Approximation: Biased Noise with Unbounded Variance, and Applications
  5 Dec 2023 0 repositories listed
• SPOC: Imitating Shortest Paths in Simulation Enables Effective Navigation and Manipulation in the Real World
  5 Dec 2023 0 repositories listed
• MASP: Scalable GNN-based Planning for Multi-Agent Navigation
  5 Dec 2023 0 repositories listed
• RL-Based Cargo-UAV Trajectory Planning and Cell Association for Minimum Handoffs, Disconnectivity, and Energy Consumption
  5 Dec 2023 0 repositories listed
• Score-Aware Policy-Gradient Methods and Performance Guarantees using Local Lyapunov Conditions: Applications to Product-Form Stochastic Networks and Queueing Systems
  5 Dec 2023 0 repositories listed
• Adaptive operator selection utilising generalised experience
  4 Dec 2023 0 repositories listed
• Deep Reinforcement Learning for Community Battery Scheduling under Uncertainties of Load, PV Generation, and Energy Prices
  4 Dec 2023 0 repositories listed
• Foundations for Transfer in Reinforcement Learning: A Taxonomy of Knowledge Modalities
  4 Dec 2023 0 repositories listed
• Integrated Drill Boom Hole-Seeking Control via Reinforcement Learning
  4 Dec 2023 0 repositories listed
• Training Reinforcement Learning Agents and Humans With Difficulty-Conditioned Generators
  4 Dec 2023 0 repositories listed
• Self-Critical Alternate Learning based Semantic Broadcast Communication
  3 Dec 2023 0 repositories listed
• A Multifidelity Sim-to-Real Pipeline for Verifiable and Compositional Reinforcement Learning
  2 Dec 2023 0 repositories listed
• A Survey of Temporal Credit Assignment in Deep Reinforcement Learning
  2 Dec 2023 0 repositories listed
• Efficient Off-Policy Safe Reinforcement Learning Using Trust Region Conditional Value at Risk
  1 Dec 2023 0 repositories listed
• Safe Reinforcement Learning in Tensor Reproducing Kernel Hilbert Space
  1 Dec 2023 0 repositories listed
• Data-efficient Deep Reinforcement Learning for Vehicle Trajectory Control
  30 Nov 2023 0 repositories listed
• Q-learning Based Optimal False Data Injection Attack on Probabilistic Boolean Control Networks
  29 Nov 2023 0 repositories listed
• Self-Driving Telescopes: Autonomous Scheduling of Astronomical Observation Campaigns with Offline Reinforcement Learning
  29 Nov 2023 0 repositories listed
• Two-Step Reinforcement Learning for Multistage Strategy Card Game
  29 Nov 2023 0 repositories listed
• Safe Reinforcement Learning in a Simulated Robotic Arm
  28 Nov 2023 0 repositories listed
• Temporal Transfer Learning for Traffic Optimization with Coarse-grained Advisory Autonomy
  27 Nov 2023 0 repositories listed
• A Fully Data-Driven Approach for Realistic Traffic Signal Control Using Offline Reinforcement Learning
  27 Nov 2023 0 repositories listed
• A Graph Neural Network-Based QUBO-Formulated Hamiltonian-Inspired Loss Function for Combinatorial Optimization using Reinforcement Learning
  27 Nov 2023 0 repositories listed
• Optimal Observer Design Using Reinforcement Learning and Quadratic Neural Networks
  27 Nov 2023 0 repositories listed
• Replay across Experiments: A Natural Extension of Off-Policy RL
  27 Nov 2023 0 repositories listed
• A Nearly Optimal and Low-Switching Algorithm for Reinforcement Learning with General Function Approximation
  26 Nov 2023 0 repositories listed
• Projected Off-Policy Q-Learning (POP-QL) for Stabilizing Offline Reinforcement Learning
  25 Nov 2023 0 repositories listed