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Efficient Exploration

Papers archive 2025-07-28

archive papers tagged: 514 · with a code link: 189 · where Syntology ran a sample: 57 (48 with a run with no instrument failure, 9 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (57 of 514 tagged: 48 with a run with no instrument failure, 9 where every run was a failure of Syntology's instrument)

Page 3 of 6: papers 201 to 300 of 514, 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.

• Interpretable SHAP-bounded Bayesian Optimization for Underwater Acoustic Metamaterial Coating Design
  10 May 2025 0 repositories listed
• An Explainable Nature-Inspired Framework for Monkeypox Diagnosis: Xception Features Combined with NGBoost and African Vultures Optimization Algorithm
  24 Apr 2025 0 repositories listed
• Aerial Active STAR-RIS-assisted Satellite-Terrestrial Covert Communications
  22 Apr 2025 0 repositories listed
• Lumos: Efficient Performance Modeling and Estimation for Large-scale LLM Training
  12 Apr 2025 0 repositories listed
• Memetic Search for Green Vehicle Routing Problem with Private Capacitated Refueling Stations
  6 Apr 2025 0 repositories listed
• From Automation to Autonomy in Smart Manufacturing: A Bayesian Optimization Framework for Modeling Multi-Objective Experimentation and Sequential Decision Making
  5 Apr 2025 0 repositories listed
• Entropy-guided sequence weighting for efficient exploration in RL-based LLM fine-tuning
  28 Mar 2025 0 repositories listed
• Maya: Optimizing Deep Learning Training Workloads using Emulated Virtual Accelerators
  26 Mar 2025 0 repositories listed
• FALCONEye: Finding Answers and Localizing Content in ONE-hour-long videos with multi-modal LLMs
  25 Mar 2025 0 repositories listed
• CAE: Repurposing the Critic as an Explorer in Deep Reinforcement Learning
  23 Mar 2025 0 repositories listed
• KEA: Keeping Exploration Alive by Proactively Coordinating Exploration Strategies
  23 Mar 2025 0 repositories listed
• Contextual Similarity Distillation: Ensemble Uncertainties with a Single Model
  14 Mar 2025 0 repositories listed
• HyperArm Bandit Optimization: A Novel approach to Hyperparameter Optimization and an Analysis of Bandit Algorithms in Stochastic and Adversarial Settings
  13 Mar 2025 0 repositories listed
• Is a Good Foundation Necessary for Efficient Reinforcement Learning? The Computational Role of the Base Model in Exploration
  10 Mar 2025 0 repositories listed
• Probabilistic Insights for Efficient Exploration Strategies in Reinforcement Learning
  5 Mar 2025 0 repositories listed
• A Transformer Model for Predicting Chemical Reaction Products from Generic Templates
  4 Mar 2025 0 repositories listed
• On Space-Filling Input Design for Nonlinear Dynamic Model Learning: A Gaussian Process Approach
  24 Feb 2025 0 repositories listed
• Mem2Ego: Empowering Vision-Language Models with Global-to-Ego Memory for Long-Horizon Embodied Navigation
  20 Feb 2025 0 repositories listed
• Synergistic Fusion of Multi-Source Knowledge via Evidence Theory for High-Entropy Alloy Discovery
  20 Feb 2025 0 repositories listed
• DiffExp: Efficient Exploration in Reward Fine-tuning for Text-to-Image Diffusion Models
  19 Feb 2025 0 repositories listed
• FragFM: Hierarchical Framework for Efficient Molecule Generation via Fragment-Level Discrete Flow Matching
  19 Feb 2025 0 repositories listed Syntology 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 6 unverified (of 14 harvested samples) · 2 pointer-only (licence)
• Finedeep: Mitigating Sparse Activation in Dense LLMs via Multi-Layer Fine-Grained Experts
  18 Feb 2025 0 repositories listed
• Massively Scaling Explicit Policy-conditioned Value Functions
  17 Feb 2025 0 repositories listed
• Causal Information Prioritization for Efficient Reinforcement Learning
  14 Feb 2025 0 repositories listed
• Exploratory Diffusion Model for Unsupervised Reinforcement Learning
  11 Feb 2025 0 repositories listed
• Guided Exploration for Efficient Relational Model Learning
  10 Feb 2025 0 repositories listed
• Adaptive Exploration for Multi-Reward Multi-Policy Evaluation
  4 Feb 2025 0 repositories listed
• Constrained Hybrid Metaheuristic Algorithm for Probabilistic Neural Networks Learning
  26 Jan 2025 0 repositories listed
• Bridging Text and Crystal Structures: Literature-driven Contrastive Learning for Materials Science
  22 Jan 2025 0 repositories listed
• ActiveGAMER: Active GAussian Mapping through Efficient Rendering
  12 Jan 2025 0 repositories listed
• β-DQN: Improving Deep Q-Learning By Evolving the Behavior
  1 Jan 2025 0 repositories listed
• Provably Efficient Exploration in Reward Machines with Low Regret
  26 Dec 2024 0 repositories listed
• GraphEQA: Using 3D Semantic Scene Graphs for Real-time Embodied Question Answering
  19 Dec 2024 0 repositories listed
• A Temporally Correlated Latent Exploration for Reinforcement Learning
  6 Dec 2024 0 repositories listed
• Hyper: Hyperparameter Robust Efficient Exploration in Reinforcement Learning
  4 Dec 2024 0 repositories listed
• Sample Efficient Robot Learning in Supervised Effect Prediction Tasks
  3 Dec 2024 0 repositories listed
• CBOL-Tuner: Classifier-pruned Bayesian optimization to explore temporally structured latent spaces for particle accelerator tuning
  2 Dec 2024 0 repositories listed
• Adaptformer: Sequence models as adaptive iterative planners
  30 Nov 2024 0 repositories listed
• Randomized-Grid Search for Hyperparameter Tuning in Decision Tree Model to Improve Performance of Cardiovascular Disease Classification
  27 Nov 2024 0 repositories listed
• BPP-Search: Enhancing Tree of Thought Reasoning for Mathematical Modeling Problem Solving
  26 Nov 2024 0 repositories listed
• EfficientEQA: An Efficient Approach for Open Vocabulary Embodied Question Answering
  26 Oct 2024 0 repositories listed
• Overcoming the Sim-to-Real Gap: Leveraging Simulation to Learn to Explore for Real-World RL
  26 Oct 2024 0 repositories listed
• Offline-to-Online Multi-Agent Reinforcement Learning with Offline Value Function Memory and Sequential Exploration
  25 Oct 2024 0 repositories listed
• Scattered Forest Search: Smarter Code Space Exploration with LLMs
  22 Oct 2024 0 repositories listed
• ActSafe: Active Exploration with Safety Constraints for Reinforcement Learning
  12 Oct 2024 0 repositories listed
• Latent Action Priors for Locomotion with Deep Reinforcement Learning
  4 Oct 2024 0 repositories listed
• BayesCNS: A Unified Bayesian Approach to Address Cold Start and Non-Stationarity in Search Systems at Scale
  3 Oct 2024 0 repositories listed
• Provably Efficient Exploration in Inverse Constrained Reinforcement Learning
  24 Sep 2024 0 repositories listed
• QueryBuilder: Human-in-the-Loop Query Development for Information Retrieval
  7 Sep 2024 0 repositories listed
• Targeting the partition function of chemically disordered materials with a generative approach based on inverse variational autoencoders
  27 Aug 2024 0 repositories listed
• Reinforcement Learning for Causal Discovery without Acyclicity Constraints
  24 Aug 2024 0 repositories listed
• Emotion-Agent: Unsupervised Deep Reinforcement Learning with Distribution-Prototype Reward for Continuous Emotional EEG Analysis
  22 Aug 2024 0 repositories listed
• Efficient Exploration and Discriminative World Model Learning with an Object-Centric Abstraction
  21 Aug 2024 0 repositories listed
• Efficient Exploration in Deep Reinforcement Learning: A Novel Bayesian Actor-Critic Algorithm
  19 Aug 2024 0 repositories listed
• Modeling Multi-Step Scientific Processes with Graph Transformer Networks
  10 Aug 2024 0 repositories listed
• KOI: Accelerating Online Imitation Learning via Hybrid Key-state Guidance
  6 Aug 2024 0 repositories listed
• Image-Based Deep Reinforcement Learning with Intrinsically Motivated Stimuli: On the Execution of Complex Robotic Tasks
  31 Jul 2024 0 repositories listed
• Diffusion Augmented Agents: A Framework for Efficient Exploration and Transfer Learning
  30 Jul 2024 0 repositories listed
• Online Learning for Autonomous Management of Intent-based 6G Networks
  25 Jul 2024 0 repositories listed
• ParamsDrag: Interactive Parameter Space Exploration via Image-Space Dragging
  19 Jul 2024 0 repositories listed
• AutoRAG-HP: Automatic Online Hyper-Parameter Tuning for Retrieval-Augmented Generation
  27 Jun 2024 0 repositories listed
• Efficient gPC-based quantification of probabilistic robustness for systems in neuroscience
  19 Jun 2024 0 repositories listed
• Exploration by Learning Diverse Skills through Successor State Measures
  14 Jun 2024 0 repositories listed
• World Models with Hints of Large Language Models for Goal Achieving
  11 Jun 2024 0 repositories listed
• NeoRL: Efficient Exploration for Nonepisodic RL
  3 Jun 2024 0 repositories listed
• Computing low-thrust transfers in the asteroid belt, a comparison between astrodynamical manipulations and a machine learning approach
  29 May 2024 0 repositories listed
• Opinion-Guided Reinforcement Learning
  27 May 2024 0 repositories listed
• GLaD: Synergizing Molecular Graphs and Language Descriptors for Enhanced Power Conversion Efficiency Prediction in Organic Photovoltaic Devices
  23 May 2024 0 repositories listed
• Intrinsic Rewards for Exploration without Harm from Observational Noise: A Simulation Study Based on the Free Energy Principle
  13 May 2024 0 repositories listed
• MESA: Cooperative Meta-Exploration in Multi-Agent Learning through Exploiting State-Action Space Structure
  1 May 2024 0 repositories listed
• Efficient Exploration of Image Classifier Failures with Bayesian Optimization and Text-to-Image Models
  26 Apr 2024 0 repositories listed
• Evolutionary Reinforcement Learning via Cooperative Coevolution
  23 Apr 2024 0 repositories listed
• An Offline Reinforcement Learning Algorithm Customized for Multi-Task Fusion in Large-Scale Recommender Systems
  19 Apr 2024 0 repositories listed
• Sampling for Model Predictive Trajectory Planning in Autonomous Driving using Normalizing Flows
  15 Apr 2024 0 repositories listed
• Learning Off-policy with Model-based Intrinsic Motivation For Active Online Exploration
  31 Mar 2024 0 repositories listed
• Cognitive Planning for Object Goal Navigation using Generative AI Models
  30 Mar 2024 0 repositories listed
• VDSC: Enhancing Exploration Timing with Value Discrepancy and State Counts
  26 Mar 2024 0 repositories listed
• Explore until Confident: Efficient Exploration for Embodied Question Answering
  23 Mar 2024 0 repositories listed
• Safe Reinforcement Learning for Constrained Markov Decision Processes with Stochastic Stopping Time
  23 Mar 2024 0 repositories listed
• A Straightforward Gradient-Based Approach for High-Tc Superconductor Design: Leveraging Domain Knowledge via Adaptive Constraints
  20 Mar 2024 0 repositories listed
• Beyond Joint Demonstrations: Personalized Expert Guidance for Efficient Multi-Agent Reinforcement Learning
  13 Mar 2024 0 repositories listed
• A Natural Extension To Online Algorithms For Hybrid RL With Limited Coverage
  7 Mar 2024 0 repositories listed
• Finding Waldo: Towards Efficient Exploration of NeRF Scene Spaces
  7 Mar 2024 0 repositories listed
• Noisy Spiking Actor Network for Exploration
  7 Mar 2024 0 repositories listed
• Vlearn: Off-Policy Learning with Efficient State-Value Function Estimation
  7 Mar 2024 0 repositories listed
• ACE : Off-Policy Actor-Critic with Causality-Aware Entropy Regularization
  22 Feb 2024 0 repositories listed
• Diffusion Models Meet Contextual Bandits with Large Action Spaces
  15 Feb 2024 0 repositories listed
• TopoNav: Topological Navigation for Efficient Exploration in Sparse Reward Environments
  6 Feb 2024 0 repositories listed
• Efficient Exploration for LLMs
  1 Feb 2024 0 repositories listed
• Scheduled Curiosity-Deep Dyna-Q: Efficient Exploration for Dialog Policy Learning
  31 Jan 2024 0 repositories listed
• FIT-SLAM -- Fisher Information and Traversability estimation-based Active SLAM for exploration in 3D environments
  17 Jan 2024 0 repositories listed
• Go-Explore for Residential Energy Management
  15 Jan 2024 0 repositories listed
• Mutual Enhancement of Large Language and Reinforcement Learning Models through Bi-Directional Feedback Mechanisms: A Case Study
  12 Jan 2024 0 repositories listed
• Diffusion-ES: Gradient-free Planning with Diffusion for Autonomous and Instruction-guided Driving
  1 Jan 2024 0 repositories listed
• A Bayesian Framework of Deep Reinforcement Learning for Joint O-RAN/MEC Orchestration
  26 Dec 2023 0 repositories listed
• Joint channel estimation and data detection in massive MIMO systems based on diffusion models
  17 Nov 2023 0 repositories listed
• Virtual Action Actor-Critic Framework for Exploration (Student Abstract)
  6 Nov 2023 0 repositories listed
• Regret Analysis of Learning-Based Linear Quadratic Gaussian Control with Additive Exploration
  5 Nov 2023 0 repositories listed
• Visual Analytics for Efficient Image Exploration and User-Guided Image Captioning
  2 Nov 2023 0 repositories listed
• Efficient Exploration in Continuous-time Model-based Reinforcement Learning
  30 Oct 2023 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.