Browse State-of-the-Art › Sequential Decision Making › Papers, page 11

Sequential Decision Making

Papers archive 2025-07-28

archive papers tagged: 1,210 · with a code link: 351 · where Syntology ran a sample: 107 (90 with a run with no instrument failure, 17 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (107 of 1,210 tagged: 90 with a run with no instrument failure, 17 where every run was a failure of Syntology's instrument)

Page 11 of 13: papers 1,001 to 1,100 of 1,210, 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.

• Circuit Routing Using Monte Carlo Tree Search and Deep Neural Networks
  24 Jun 2020 0 repositories listed
• Risk-Sensitive Reinforcement Learning: a Martingale Approach to Reward Uncertainty
  23 Jun 2020 0 repositories listed
• Towards Tractable Optimism in Model-Based Reinforcement Learning
  21 Jun 2020 0 repositories listed
• Counterfactually Guided Off-policy Transfer in Clinical Settings
  20 Jun 2020 0 repositories listed
• Learning by Repetition: Stochastic Multi-armed Bandits under Priming Effect
  18 Jun 2020 0 repositories listed
• Parameterized MDPs and Reinforcement Learning Problems -- A Maximum Entropy Principle Based Framework
  17 Jun 2020 0 repositories listed
• On the Relationship Between Structure in Natural Language and Models of Sequential Decision Processes
  12 Jun 2020 0 repositories listed
• Group-Fair Online Allocation in Continuous Time
  11 Jun 2020 0 repositories listed
• Modeling Human Driving Behavior through Generative Adversarial Imitation Learning
  10 Jun 2020 0 repositories listed
• When is Particle Filtering Efficient for Planning in Partially Observed Linear Dynamical Systems?
  10 Jun 2020 0 repositories listed
• Stealing Deep Reinforcement Learning Models for Fun and Profit
  9 Jun 2020 0 repositories listed
• Sharp Thresholds of the Information Cascade Fragility Under a Mismatched Model
  7 Jun 2020 0 repositories listed
• When Does MAML Objective Have Benign Landscape?
  31 May 2020 0 repositories listed
• Dynamic Bi-Objective Routing of Multiple Vehicles
  28 May 2020 0 repositories listed
• Active Measure Reinforcement Learning for Observation Cost Minimization
  26 May 2020 0 repositories listed
• Causal Bayesian Optimization
  24 May 2020 0 repositories listed
• Implementability of Honest Multi-Agent Sequential Decision-Making with Dynamic Population
  19 May 2020 0 repositories listed
• Scalable First-Order Methods for Robust MDPs
  11 May 2020 0 repositories listed
• Divide-and-Conquer Monte Carlo Tree Search For Goal-Directed Planning
  23 Apr 2020 0 repositories listed
• iCORPP: Interleaved Commonsense Reasoning and Probabilistic Planning on Robots
  18 Apr 2020 0 repositories listed
• Actor-Critic Deep Reinforcement Learning for Solving Job Shop Scheduling Problems
  14 Apr 2020 0 repositories listed
• Sequential Batch Learning in Finite-Action Linear Contextual Bandits
  14 Apr 2020 0 repositories listed
• A Deep Reinforcement Learning Framework for Continuous Intraday Market Bidding
  13 Apr 2020 0 repositories listed
• Distributed Learning: Sequential Decision Making in Resource-Constrained Environments
  13 Apr 2020 0 repositories listed
• Human AI interaction loop training: New approach for interactive reinforcement learning
  9 Mar 2020 0 repositories listed
• A Farewell to Arms: Sequential Reward Maximization on a Budget with a Giving Up Option
  6 Mar 2020 0 repositories listed
• Distributional Robustness and Regularization in Reinforcement Learning
  5 Mar 2020 0 repositories listed
• Exploration-Exploitation in Constrained MDPs
  4 Mar 2020 0 repositories listed
• Structure-Adaptive Sequential Testing for Online False Discovery Rate Control
  28 Feb 2020 0 repositories listed
• Information Directed Sampling for Linear Partial Monitoring
  25 Feb 2020 0 repositories listed
• Online Batch Decision-Making with High-Dimensional Covariates
  21 Feb 2020 0 repositories listed
• Weakly-supervised Multi-output Regression via Correlated Gaussian Processes
  19 Feb 2020 0 repositories listed
• Legion: Best-First Concolic Testing
  15 Feb 2020 0 repositories listed
• Improving Generalization of Reinforcement Learning with Minimax Distributional Soft Actor-Critic
  13 Feb 2020 0 repositories listed
• Listwise Learning to Rank with Deep Q-Networks
  13 Feb 2020 0 repositories listed
• Tight Lower Bounds for Combinatorial Multi-Armed Bandits
  13 Feb 2020 0 repositories listed
• Verifiable RNN-Based Policies for POMDPs Under Temporal Logic Constraints
  13 Feb 2020 0 repositories listed
• Accelerating Reinforcement Learning for Reaching using Continuous Curriculum Learning
  7 Feb 2020 0 repositories listed
• Bridging the Gap: Providing Post-Hoc Symbolic Explanations for Sequential Decision-Making Problems with Inscrutable Representations
  4 Feb 2020 0 repositories listed
• Fairness in Learning-Based Sequential Decision Algorithms: A Survey
  14 Jan 2020 0 repositories listed
• A storage expansion planning framework using reinforcement learning and simulation-based optimization
  10 Jan 2020 0 repositories listed
• On Computation and Generalization of Generative Adversarial Imitation Learning
  9 Jan 2020 0 repositories listed
• Direct and indirect reinforcement learning
  23 Dec 2019 0 repositories listed
• Decentralized Multi-Agent Reinforcement Learning with Networked Agents: Recent Advances
  9 Dec 2019 0 repositories listed
• Maximum Entropy Monte-Carlo Planning
  1 Dec 2019 0 repositories listed
• An Optimized and Energy-Efficient Parallel Implementation of Non-Iteratively Trained Recurrent Neural Networks
  26 Nov 2019 0 repositories listed
• Multi-Agent Reinforcement Learning: A Selective Overview of Theories and Algorithms
  24 Nov 2019 0 repositories listed
• Working Memory Graphs
  17 Nov 2019 0 repositories listed
• One-shot learning and behavioral eligibility traces in sequential decision making
  12 Nov 2019 0 repositories listed
• Adaptivity in Adaptive Submodularity
  9 Nov 2019 0 repositories listed
• Beta DVBF: Learning State-Space Models for Control from High Dimensional Observations
  2 Nov 2019 0 repositories listed
• Adaptive Exploration in Linear Contextual Bandit
  15 Oct 2019 0 repositories listed
• Reinforcement Learning for Multi-Objective Optimization of Online Decisions in High-Dimensional Systems
  1 Oct 2019 0 repositories listed
• The Choice Function Framework for Online Policy Improvement
  1 Oct 2019 0 repositories listed
• Collaborative Inter-agent Knowledge Distillation for Reinforcement Learning
  25 Sep 2019 0 repositories listed
• Generalizing Reinforcement Learning to Unseen Actions
  25 Sep 2019 0 repositories listed
• Learning Functionally Decomposed Hierarchies for Continuous Navigation Tasks
  25 Sep 2019 0 repositories listed
• PROVABLY BENEFITS OF DEEP HIERARCHICAL RL
  25 Sep 2019 0 repositories listed
• Selective Network Discovery via Deep Reinforcement Learning on Embedded Spaces
  16 Sep 2019 0 repositories listed
• An Arm-Wise Randomization Approach to Combinatorial Linear Semi-Bandits
  5 Sep 2019 0 repositories listed
• Can A User Anticipate What Her Followers Want?
  1 Sep 2019 0 repositories listed
• Reinforcement Learning in Healthcare: A Survey
  22 Aug 2019 0 repositories listed
• Exploring Offline Policy Evaluation for the Continuous-Armed Bandit Problem
  21 Aug 2019 0 repositories listed
• Online Planning for Decentralized Stochastic Control with Partial History Sharing
  6 Aug 2019 0 repositories listed
• Bridging Commonsense Reasoning and Probabilistic Planning via a Probabilistic Action Language
  31 Jul 2019 0 repositories listed
• Bandit Convex Optimization in Non-stationary Environments
  29 Jul 2019 0 repositories listed
• IR-VIC: Unsupervised Discovery of Sub-goals for Transfer in RL
  24 Jul 2019 0 repositories listed
• A Sufficient Statistic for Influence in Structured Multiagent Environments
  22 Jul 2019 0 repositories listed
• Reward Advancement: Transforming Policy under Maximum Causal Entropy Principle
  11 Jul 2019 0 repositories listed
• A Scheme for Dynamic Risk-Sensitive Sequential Decision Making
  9 Jul 2019 0 repositories listed
• Thompson Sampling on Symmetric α-Stable Bandits
  8 Jul 2019 0 repositories listed
• Exploiting Relevance for Online Decision-Making in High-Dimensions
  1 Jul 2019 0 repositories listed
• Learning Markov models via low-rank optimization
  28 Jun 2019 0 repositories listed
• A Theoretical Connection Between Statistical Physics and Reinforcement Learning
  24 Jun 2019 0 repositories listed
• Macro-action Multi-time scale Dynamic Programming for Energy Management in Buildings with Phase Change Materials
  11 Jun 2019 0 repositories listed
• Neural Heterogeneous Scheduler
  9 Jun 2019 0 repositories listed
• Non-Stationary Reinforcement Learning: The Blessing of (More) Optimism
  7 Jun 2019 0 repositories listed
• Learning NP-Hard Multi-Agent Assignment Planning using GNN: Inference on a Random Graph and Provable Auction-Fitted Q-learning
  29 May 2019 0 repositories listed
• Knowledge-Based Sequential Decision-Making Under Uncertainty
  16 May 2019 0 repositories listed
• Tight Regret Bounds for Infinite-armed Linear Contextual Bandits
  4 May 2019 0 repositories listed
• Group Retention when Using Machine Learning in Sequential Decision Making: the Interplay between User Dynamics and Fairness
  2 May 2019 0 repositories listed
• Soft Q-Learning with Mutual-Information Regularization
  1 May 2019 0 repositories listed
• Trajectory VAE for multi-modal imitation
  1 May 2019 0 repositories listed
• Understanding & Generalizing AlphaGo Zero
  1 May 2019 0 repositories listed
• Deep Reinforcement Learning for Optimal Critical Care Pain Management with Morphine using Dueling Double-Deep Q Networks
  25 Apr 2019 0 repositories listed
• Beyond Adaptive Submodularity: Approximation Guarantees of Greedy Policy with Adaptive Submodularity Ratio
  24 Apr 2019 0 repositories listed
• Latent Variable Algorithms for Multimodal Learning and Sensor Fusion
  23 Apr 2019 0 repositories listed
• A Short Survey On Memory Based Reinforcement Learning
  14 Apr 2019 0 repositories listed
• Similarities between policy gradient methods (PGM) in Reinforcement learning (RL) and supervised learning (SL)
  12 Apr 2019 0 repositories listed
• Meta-Learning surrogate models for sequential decision making
  28 Mar 2019 0 repositories listed
• Automating Predictive Modeling Process using Reinforcement Learning
  2 Mar 2019 0 repositories listed
• Design of intentional backdoors in sequential models
  26 Feb 2019 0 repositories listed
• Human-in-the-loop Active Covariance Learning for Improving Prediction in Small Data Sets
  26 Feb 2019 0 repositories listed
• Scalable Thompson Sampling via Optimal Transport
  19 Feb 2019 0 repositories listed
• Network Offloading Policies for Cloud Robotics: a Learning-based Approach
  15 Feb 2019 0 repositories listed
• Rethinking the Discount Factor in Reinforcement Learning: A Decision Theoretic Approach
  8 Feb 2019 0 repositories listed
• Hyper-parameter Tuning under a Budget Constraint
  1 Feb 2019 0 repositories listed
• Deep Neural Linear Bandits: Overcoming Catastrophic Forgetting through Likelihood Matching
  24 Jan 2019 0 repositories listed
• Learning and Reasoning for Robot Sequential Decision Making under Uncertainty
  16 Jan 2019 0 repositories listed
• A Computational Framework for Motor Skill Acquisition
  3 Jan 2019 0 repositories listed