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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 5 of 6: papers 401 to 500 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.

• Intrinsically Guided Exploration in Meta Reinforcement Learning
  1 Jan 2021 0 repositories listed
• MQES: Max-Q Entropy Search for Efficient Exploration in Continuous Reinforcement Learning
  1 Jan 2021 0 repositories listed
• Online Limited Memory Neural-Linear Bandits
  1 Jan 2021 0 repositories listed
• Optimistic Exploration with Backward Bootstrapped Bonus for Deep Reinforcement Learning
  1 Jan 2021 0 repositories listed
• Robotic Grasping of Fully-Occluded Objects using RF Perception
  31 Dec 2020 0 repositories listed
• Curiosity in exploring chemical space: Intrinsic rewards for deep molecular reinforcement learning
  17 Dec 2020 0 repositories listed
• SAR Image Despeckling Based on Convolutional Denoising Autoencoder
  30 Nov 2020 0 repositories listed
• Efficient Exploration of Reward Functions in Inverse Reinforcement Learning via Bayesian Optimization
  17 Nov 2020 0 repositories listed
• Hierarchical reinforcement learning for efficient exploration and transfer
  12 Nov 2020 0 repositories listed
• Variational Dynamic for Self-Supervised Exploration in Deep Reinforcement Learning
  17 Oct 2020 0 repositories listed
• Efficient Robotic Object Search via HIEM: Hierarchical Policy Learning with Intrinsic-Extrinsic Modeling
  16 Oct 2020 0 repositories listed
• Deep Learning based Uncertainty Decomposition for Real-time Control
  6 Oct 2020 0 repositories listed
• Efficient, Decentralized, and Collaborative Multi-Robot Exploration using Optimal Transport Theory
  29 Sep 2020 0 repositories listed
• Efficient Exploration for Model-based Reinforcement Learning with Continuous States and Actions
  28 Sep 2020 0 repositories listed
• SEMI: Self-supervised Exploration via Multisensory Incongruity
  26 Sep 2020 0 repositories listed
• PlotThread: Creating Expressive Storyline Visualizations using Reinforcement Learning
  1 Sep 2020 0 repositories listed
• Auto-MAP: A DQN Framework for Exploring Distributed Execution Plans for DNN Workloads
  8 Jul 2020 0 repositories listed
• End-Effect Exploration Drive for Effective Motor Learning
  29 Jun 2020 0 repositories listed
• Task-agnostic Exploration in Reinforcement Learning
  16 Jun 2020 0 repositories listed
• From proprioception to long-horizon planning in novel environments: A hierarchical RL model
  11 Jun 2020 0 repositories listed
• PBCS : Efficient Exploration and Exploitation Using a Synergy between Reinforcement Learning and Motion Planning
  24 Apr 2020 0 repositories listed
• Bayesian optimisation of large-scale photonic reservoir computers
  6 Apr 2020 0 repositories listed
• Weakly-Supervised Reinforcement Learning for Controllable Behavior
  6 Apr 2020 0 repositories listed
• Active Model Estimation in Markov Decision Processes
  6 Mar 2020 0 repositories listed
• Efficient Exploration in Constrained Environments with Goal-Oriented Reference Path
  3 Mar 2020 0 repositories listed
• Efficient exploration of zero-sum stochastic games
  24 Feb 2020 0 repositories listed
• Particle Filter Based Monocular Human Tracking with a 3D Cardbox Model and a Novel Deterministic Resampling Strategy
  21 Feb 2020 0 repositories listed
• Misspecification-robust likelihood-free inference in high dimensions
  21 Feb 2020 0 repositories listed
• Minimax Value Interval for Off-Policy Evaluation and Policy Optimization
  6 Feb 2020 0 repositories listed
• Recruitment-imitation Mechanism for Evolutionary Reinforcement Learning
  13 Dec 2019 0 repositories listed
• Provably Efficient Exploration in Policy Optimization
  12 Dec 2019 0 repositories listed
• Explicit Planning for Efficient Exploration in Reinforcement Learning
  1 Dec 2019 0 repositories listed
• Comprehensive decision-strategy space exploration for efficient territorial planning strategies
  26 Nov 2019 0 repositories listed
• Scaling active inference
  24 Nov 2019 0 repositories listed
• Implicit Generative Modeling for Efficient Exploration
  19 Nov 2019 0 repositories listed
• Efficient Exploration through Intrinsic Motivation Learning for Unsupervised Subgoal Discovery in Model-Free Hierarchical Reinforcement Learning
  18 Nov 2019 0 repositories listed
• MAME : Model-Agnostic Meta-Exploration
  11 Nov 2019 0 repositories listed
• Multi-Path Policy Optimization
  11 Nov 2019 0 repositories listed
• Structured exploration in the finite horizon linear quadratic dual control problem
  31 Oct 2019 0 repositories listed
• VASE: Variational Assorted Surprise Exploration for Reinforcement Learning
  31 Oct 2019 0 repositories listed
• Better Exploration with Optimistic Actor-Critic
  28 Oct 2019 0 repositories listed
• Learning Transferable Graph Exploration
  28 Oct 2019 0 repositories listed
• Deep exploration by novelty-pursuit with maximum state entropy
  25 Sep 2019 0 repositories listed
• NeuralUCB: Contextual Bandits with Neural Network-Based Exploration
  25 Sep 2019 0 repositories listed
• Regulatory Focus: Promotion and Prevention Inclinations in Policy Search
  25 Sep 2019 0 repositories listed
• Learning Index Selection with Structured Action Spaces
  16 Sep 2019 0 repositories listed
• Biased Estimates of Advantages over Path Ensembles
  15 Sep 2019 0 repositories listed
• √(n)-Regret for Learning in Markov Decision Processes with Function Approximation and Low Bellman Rank
  5 Sep 2019 0 repositories listed
• Improving a State-of-the-Art Heuristic for the Minimum Latency Problem with Data Mining
  28 Aug 2019 0 repositories listed
• Learning to Explore in Motion and Interaction Tasks
  10 Aug 2019 0 repositories listed
• Memory Based Trajectory-conditioned Policies for Learning from Sparse Rewards
  24 Jul 2019 0 repositories listed
• Directed Exploration for Reinforcement Learning
  18 Jun 2019 0 repositories listed
• Worst-Case Regret Bounds for Exploration via Randomized Value Functions
  7 Jun 2019 0 repositories listed
• Clustered Reinforcement Learning
  6 Jun 2019 0 repositories listed
• Learning Efficient and Effective Exploration Policies with Counterfactual Meta Policy
  28 May 2019 0 repositories listed
• Learning Exploration Policies for Model-Agnostic Meta-Reinforcement Learning
  16 May 2019 0 repositories listed
• Distributional Reinforcement Learning for Efficient Exploration
  13 May 2019 0 repositories listed
• Optimizing Routerless Network-on-Chip Designs: An Innovative Learning-Based Framework
  11 May 2019 0 repositories listed
• Beyond Games: Bringing Exploration to Robots in Real-world
  1 May 2019 0 repositories listed
• Explicit Recall for Efficient Exploration
  1 May 2019 0 repositories listed
• Deep Neural Linear Bandits: Overcoming Catastrophic Forgetting through Likelihood Matching
  24 Jan 2019 0 repositories listed
• Exploration Bonus for Regret Minimization in Undiscounted Discrete and Continuous Markov Decision Processes
  11 Dec 2018 0 repositories listed
• Context-Dependent Upper-Confidence Bounds for Directed Exploration
  15 Nov 2018 0 repositories listed
• Incentivizing Exploration with Selective Data Disclosure
  14 Nov 2018 0 repositories listed
• DEEPGONET: Multi-label Prediction of GO Annotation for Protein from Sequence Using Cascaded Convolutional and Recurrent Network
  31 Oct 2018 0 repositories listed
• Multi-Agent Fully Decentralized Value Function Learning with Linear Convergence Rates
  17 Oct 2018 0 repositories listed
• Thompson Sampling Algorithms for Cascading Bandits
  2 Oct 2018 0 repositories listed
• Exploration by Uncertainty in Reward Space
  27 Sep 2018 0 repositories listed
• NSGA-Net: A Multi-Objective Genetic Algorithm for Neural Architecture Search
  27 Sep 2018 0 repositories listed
• Directed Exploration in PAC Model-Free Reinforcement Learning
  31 Aug 2018 0 repositories listed
• Discovering Context Specific Causal Relationships
  20 Aug 2018 0 repositories listed
• Optimization by Pairwise Linkage Detection, Incremental Linkage Set, and Restricted / Back Mixing: DSMGA-II
  31 Jul 2018 0 repositories listed
• Learning to Interrupt: A Hierarchical Deep Reinforcement Learning Framework for Efficient Exploration
  30 Jul 2018 0 repositories listed
• New/s/leak 2.0 - Multilingual Information Extraction and Visualization for Investigative Journalism
  13 Jul 2018 0 repositories listed
• Goal-oriented Trajectories for Efficient Exploration
  5 Jul 2018 0 repositories listed
• A Web-scale system for scientific knowledge exploration
  30 May 2018 0 repositories listed
• When Simple Exploration is Sample Efficient: Identifying Sufficient Conditions for Random Exploration to Yield PAC RL Algorithms
  23 May 2018 0 repositories listed
• Efficient Exploration of Gradient Space for Online Learning to Rank
  18 May 2018 0 repositories listed
• Exploration by Distributional Reinforcement Learning
  4 May 2018 0 repositories listed
• A Human Mixed Strategy Approach to Deep Reinforcement Learning
  5 Apr 2018 0 repositories listed
• Dimension-Robust MCMC in Bayesian Inverse Problems
  9 Mar 2018 0 repositories listed
• Diversity-Driven Exploration Strategy for Deep Reinforcement Learning
  13 Feb 2018 0 repositories listed
• The Eigenoption-Critic Framework
  11 Dec 2017 0 repositories listed
• Reinforced dynamics for enhanced sampling in large atomic and molecular systems
  10 Dec 2017 0 repositories listed
• Uncertainty Estimates for Efficient Neural Network-based Dialogue Policy Optimisation
  30 Nov 2017 0 repositories listed
• Efficient exploration with Double Uncertain Value Networks
  29 Nov 2017 0 repositories listed
• A Compression-Inspired Framework for Macro Discovery
  24 Nov 2017 0 repositories listed
• BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems
  15 Nov 2017 0 repositories listed
• Deep density networks and uncertainty in recommender systems
  7 Nov 2017 0 repositories listed
• Vector Quantization using the Improved Differential Evolution Algorithm for Image Compression
  15 Oct 2017 0 repositories listed
• Feature Engineering for Predictive Modeling using Reinforcement Learning
  21 Sep 2017 0 repositories listed
• Fractional Langevin Monte Carlo: Exploring Levy Driven Stochastic Differential Equations for MCMC
  1 Aug 2017 0 repositories listed
• Hashing over Predicted Future Frames for Informed Exploration of Deep Reinforcement Learning
  3 Jul 2017 0 repositories listed
• Life-iNet: A Structured Network-Based Knowledge Exploration and Analytics System for Life Sciences
  1 Jul 2017 0 repositories listed
• Protein design by multiobjective optimization: evolutionary and non-evolutionary approaches
  1 Jul 2017 0 repositories listed
• Fractional Langevin Monte Carlo: Exploring Lévy Driven Stochastic Differential Equations for Markov Chain Monte Carlo
  12 Jun 2017 0 repositories listed
• K-Means Clustering using Tabu Search with Quantized Means
  24 Mar 2017 0 repositories listed
• Deep Exploration via Randomized Value Functions
  22 Mar 2017 0 repositories listed
• Efficient Pose and Cell Segmentation using Column Generation
  1 Dec 2016 0 repositories listed
• Contextual Decision Processes with Low Bellman Rank are PAC-Learnable
  29 Oct 2016 0 repositories listed