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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 4 of 6: papers 301 to 400 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.

• Grow Your Limits: Continuous Improvement with Real-World RL for Robotic Locomotion
  26 Oct 2023 0 repositories listed
• Co-NavGPT: Multi-Robot Cooperative Visual Semantic Navigation Using Vision Language Models
  11 Oct 2023 0 repositories listed
• f-Policy Gradients: A General Framework for Goal Conditioned RL using f-Divergences
  10 Oct 2023 0 repositories listed
• Information Content Exploration
  10 Oct 2023 0 repositories listed
• Learning Optimal Power Flow Value Functions with Input-Convex Neural Networks
  6 Oct 2023 0 repositories listed
• DREAM: Decentralized Reinforcement Learning for Exploration and Efficient Energy Management in Multi-Robot Systems
  29 Sep 2023 0 repositories listed
• Provably Efficient Exploration in Constrained Reinforcement Learning:Posterior Sampling Is All You Need
  27 Sep 2023 0 repositories listed
• Learning Spatial and Temporal Hierarchies: Hierarchical Active Inference for navigation in Multi-Room Maze Environments
  18 Sep 2023 0 repositories listed
• Where2Explore: Few-shot Affordance Learning for Unseen Novel Categories of Articulated Objects
  14 Sep 2023 0 repositories listed
• Reinforcement learning informed evolutionary search for autonomous systems testing
  24 Aug 2023 0 repositories listed
• Bag of Policies for Distributional Deep Exploration
  3 Aug 2023 0 repositories listed
• Towards A Unified Agent with Foundation Models
  18 Jul 2023 0 repositories listed
• LISSNAS: Locality-based Iterative Search Space Shrinkage for Neural Architecture Search
  6 Jul 2023 0 repositories listed
• Approximate information for efficient exploration-exploitation strategies
  4 Jul 2023 0 repositories listed
• Maximum State Entropy Exploration using Predecessor and Successor Representations
  26 Jun 2023 0 repositories listed
• DISCO-10M: A Large-Scale Music Dataset
  23 Jun 2023 0 repositories listed
• Inferring Hierarchical Structure in Multi-Room Maze Environments
  23 Jun 2023 0 repositories listed
• Provably Efficient Representation Learning with Tractable Planning in Low-Rank POMDP
  21 Jun 2023 0 repositories listed
• A Simple Unified Uncertainty-Guided Framework for Offline-to-Online Reinforcement Learning
  13 Jun 2023 0 repositories listed
• PACER: A Fully Push-forward-based Distributional Reinforcement Learning Algorithm
  11 Jun 2023 0 repositories listed
• Magnitude Attention-based Dynamic Pruning
  8 Jun 2023 0 repositories listed
• Discovering Failure Modes of Text-guided Diffusion Models via Adversarial Search
  1 Jun 2023 0 repositories listed
• Solving Diffusion ODEs with Optimal Boundary Conditions for Better Image Super-Resolution
  24 May 2023 0 repositories listed
• Successor-Predecessor Intrinsic Exploration
  24 May 2023 0 repositories listed
• Shattering the Agent-Environment Interface for Fine-Tuning Inclusive Language Models
  19 May 2023 0 repositories listed
• Joint Falsification and Fidelity Settings Optimization for Validation of Safety-Critical Systems: A Theoretical Analysis
  10 May 2023 0 repositories listed
• Rescue Conversations from Dead-ends: Efficient Exploration for Task-oriented Dialogue Policy Optimization
  5 May 2023 0 repositories listed
• Fast exploration and learning of latent graphs with aliased observations
  13 Mar 2023 0 repositories listed
• Exploration of the search space of Gaussian graphical models for paired data
  9 Mar 2023 0 repositories listed
• Policy Mirror Descent Inherently Explores Action Space
  8 Mar 2023 0 repositories listed
• Exploration via Epistemic Value Estimation
  7 Mar 2023 0 repositories listed
• Guarded Policy Optimization with Imperfect Online Demonstrations
  3 Mar 2023 0 repositories listed
• Efficient Exploration Using Extra Safety Budget in Constrained Policy Optimization
  28 Feb 2023 0 repositories listed
• Efficient Informed Proposals for Discrete Distributions via Newton's Series Approximation
  27 Feb 2023 0 repositories listed
• Provably Efficient Exploration in Quantum Reinforcement Learning with Logarithmic Worst-Case Regret
  21 Feb 2023 0 repositories listed
• Efficient Exploration via Epistemic-Risk-Seeking Policy Optimization
  18 Feb 2023 0 repositories listed
• Ensemble Value Functions for Efficient Exploration in Multi-Agent Reinforcement Learning
  7 Feb 2023 0 repositories listed
• Computational Discovery of Microstructured Composites with Optimal Stiffness-Toughness Trade-Offs
  1 Feb 2023 0 repositories listed
• GFlowNets for AI-Driven Scientific Discovery
  1 Feb 2023 0 repositories listed
• ESC: Exploration with Soft Commonsense Constraints for Zero-shot Object Navigation
  30 Jan 2023 0 repositories listed
• Embodied Agents for Efficient Exploration and Smart Scene Description
  17 Jan 2023 0 repositories listed
• Exploration in Model-based Reinforcement Learning with Randomized Reward
  9 Jan 2023 0 repositories listed
• SHIRO: Soft Hierarchical Reinforcement Learning
  24 Dec 2022 0 repositories listed
• Reinforcement Learning in Credit Scoring and Underwriting
  15 Dec 2022 0 repositories listed
• Efficient Exploration in Resource-Restricted Reinforcement Learning
  14 Dec 2022 0 repositories listed
• Learn to Explore: on Bootstrapping Interactive Data Exploration with Meta-learning
  7 Dec 2022 0 repositories listed
• CURO: Curriculum Learning for Relative Overgeneralization
  6 Dec 2022 0 repositories listed
• HEAT: Hardware-Efficient Automatic Tensor Decomposition for Transformer Compression
  30 Nov 2022 0 repositories listed
• Safe and Efficient Reinforcement Learning Using Disturbance-Observer-Based Control Barrier Functions
  30 Nov 2022 0 repositories listed
• CIM: Constrained Intrinsic Motivation for Sparse-Reward Continuous Control
  28 Nov 2022 0 repositories listed
• Efficient Exploration using Model-Based Quality-Diversity with Gradients
  22 Nov 2022 0 repositories listed
• Active Exploration based on Information Gain by Particle Filter for Efficient Spatial Concept Formation
  20 Nov 2022 0 repositories listed
• Planning to the Information Horizon of BAMDPs via Epistemic State Abstraction
  30 Oct 2022 0 repositories listed
• Design of Convolutional Extreme Learning Machines for Vision-Based Navigation Around Small Bodies
  28 Oct 2022 0 repositories listed
• Deep Active Ensemble Sampling For Image Classification
  11 Oct 2022 0 repositories listed
• The Role of Coverage in Online Reinforcement Learning
  9 Oct 2022 0 repositories listed
• Deterministic Sequencing of Exploration and Exploitation for Reinforcement Learning
  12 Sep 2022 0 repositories listed
• Self-supervised Sequential Information Bottleneck for Robust Exploration in Deep Reinforcement Learning
  12 Sep 2022 0 repositories listed
• Learning Action Translator for Meta Reinforcement Learning on Sparse-Reward Tasks
  19 Jul 2022 0 repositories listed
• SkexGen: Autoregressive Generation of CAD Construction Sequences with Disentangled Codebooks
  11 Jul 2022 0 repositories listed
• GAN-based Intrinsic Exploration For Sample Efficient Reinforcement Learning
  28 Jun 2022 0 repositories listed
• Curious Exploration via Structured World Models Yields Zero-Shot Object Manipulation
  22 Jun 2022 0 repositories listed
• Scalable Exploration for Neural Online Learning to Rank with Perturbed Feedback
  13 Jun 2022 0 repositories listed
• Sample-Efficient, Exploration-Based Policy Optimisation for Routing Problems
  31 May 2022 0 repositories listed
• SFP: State-free Priors for Exploration in Off-Policy Reinforcement Learning
  26 May 2022 0 repositories listed
• Feature and Instance Joint Selection: A Reinforcement Learning Perspective
  12 May 2022 0 repositories listed
• Efficient Exploration via First-Person Behavior Cloning Assisted Rapidly-Exploring Random Trees
  23 Mar 2022 0 repositories listed
• TANDEM: Learning Joint Exploration and Decision Making with Tactile Sensors
  1 Mar 2022 0 repositories listed
• Learning Causal Overhypotheses through Exploration in Children and Computational Models
  21 Feb 2022 0 repositories listed
• A Unified Perspective on Value Backup and Exploration in Monte-Carlo Tree Search
  11 Feb 2022 0 repositories listed
• Efficient Policy Space Response Oracles
  28 Jan 2022 0 repositories listed
• Using Non-Stationary Bandits for Learning in Repeated Cournot Games with Non-Stationary Demand
  3 Jan 2022 0 repositories listed
• JueWu-MC: Playing Minecraft with Sample-efficient Hierarchical Reinforcement Learning
  7 Dec 2021 0 repositories listed
• BooVI: Provably Efficient Bootstrapped Value Iteration
  1 Dec 2021 0 repositories listed
• HelixMO: Sample-Efficient Molecular Optimization in Scene-Sensitive Latent Space
  30 Nov 2021 0 repositories listed
• IB-MVS: An Iterative Algorithm for Deep Multi-View Stereo based on Binary Decisions
  29 Nov 2021 0 repositories listed
• Bayesian optimization of distributed neurodynamical controller models for spatial navigation
  31 Oct 2021 0 repositories listed
• Accelerating Robotic Reinforcement Learning via Parameterized Action Primitives
  28 Oct 2021 0 repositories listed
• More Efficient Exploration with Symbolic Priors on Action Sequence Equivalences
  20 Oct 2021 0 repositories listed
• Efficient Exploration in Binary and Preferential Bayesian Optimization
  18 Oct 2021 0 repositories listed
• Braxlines: Fast and Interactive Toolkit for RL-driven Behavior Engineering beyond Reward Maximization
  10 Oct 2021 0 repositories listed
• Reinforcement Learning in Reward-Mixing MDPs
  7 Oct 2021 0 repositories listed
• Distributional Perturbation for Efficient Exploration in Distributional Reinforcement Learning
  29 Sep 2021 0 repositories listed
• Divide and Explore: Multi-Agent Separate Exploration with Shared Intrinsic Motivations
  29 Sep 2021 0 repositories listed
• Learning to Solve Combinatorial Problems via Efficient Exploration
  29 Sep 2021 0 repositories listed
• Exploring More When It Needs in Deep Reinforcement Learning
  28 Sep 2021 0 repositories listed
• Differentially Evolving Memory Ensembles: Pareto Optimization based on Computational Intelligence for Embedded Memories on a System Level
  20 Sep 2021 0 repositories listed
• Multi-Agent Embodied Visual Semantic Navigation with Scene Prior Knowledge
  20 Sep 2021 0 repositories listed
• Exploration in Deep Reinforcement Learning: From Single-Agent to Multiagent Domain
  14 Sep 2021 0 repositories listed
• Learn2Hop: Learned Optimization on Rough Landscapes
  20 Jul 2021 0 repositories listed
• Multimodal Reward Shaping for Efficient Exploration in Reinforcement Learning
  19 Jul 2021 0 repositories listed
• Data-Efficient Exploration with Self Play for Atari
  13 Jun 2021 0 repositories listed
• Impact of detecting clinical trial elements in exploration of COVID-19 literature
  25 May 2021 0 repositories listed
• Non-decreasing Quantile Function Network with Efficient Exploration for Distributional Reinforcement Learning
  14 May 2021 0 repositories listed
• MAGMA: An Optimization Framework for Mapping Multiple DNNs on Multiple Accelerator Cores
  28 Apr 2021 0 repositories listed
• Learning Memory-Dependent Continuous Control from Demonstrations
  18 Feb 2021 0 repositories listed
• Meta-Thompson Sampling
  11 Feb 2021 0 repositories listed
• The MineRL 2020 Competition on Sample Efficient Reinforcement Learning using Human Priors
  26 Jan 2021 0 repositories listed
• Autonomous synthesis of metastable materials
  19 Jan 2021 0 repositories listed
• Entropic Risk-Sensitive Reinforcement Learning: A Meta Regret Framework with Function Approximation
  1 Jan 2021 0 repositories listed