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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 10 of 13: papers 901 to 1,000 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.

• Not all users are the same: Providing personalized explanations for sequential decision making problems
  23 Jun 2021 0 repositories listed
• Lorenz System State Stability Identification using Neural Networks
  16 Jun 2021 0 repositories listed
• Probabilistic DAG Search
  16 Jun 2021 0 repositories listed
• A modular framework for object-based saccadic decisions in dynamic scenes
  10 Jun 2021 0 repositories listed
• Information Avoidance and Overvaluation in Sequential Decision Making under Epistemic Constraints
  9 Jun 2021 0 repositories listed
• Meta-Learning Reliable Priors in the Function Space
  6 Jun 2021 0 repositories listed
• Heuristic-Guided Reinforcement Learning
  5 Jun 2021 0 repositories listed
• Be Considerate: Objectives, Side Effects, and Deciding How to Act
  4 Jun 2021 0 repositories listed
• Learning to schedule job-shop problems: Representation and policy learning using graph neural network and reinforcement learning
  2 Jun 2021 0 repositories listed
• Learning MDPs from Features: Predict-Then-Optimize for Sequential Decision Making by Reinforcement Learning
  21 May 2021 0 repositories listed
• Techniques Toward Optimizing Viewability in RTB Ad Campaigns Using Reinforcement Learning
  21 May 2021 0 repositories listed
• Robust optimal policies for team Markov games
  16 May 2021 0 repositories listed
• Bandit based centralized matching in two-sided markets for peer to peer lending
  6 May 2021 0 repositories listed
• Data-Efficient Reinforcement Learning for Malaria Control
  4 May 2021 0 repositories listed
• Regret and Cumulative Constraint Violation Analysis for Distributed Online Constrained Convex Optimization
  1 May 2021 0 repositories listed
• Statistical Inference with M-Estimators on Adaptively Collected Data
  29 Apr 2021 0 repositories listed
• Reinforcement Learning using Guided Observability
  22 Apr 2021 0 repositories listed
• Discovering an Aid Policy to Minimize Student Evasion Using Offline Reinforcement Learning
  20 Apr 2021 0 repositories listed
• Visual Comfort Aware-Reinforcement Learning for Depth Adjustment of Stereoscopic 3D Images
  14 Apr 2021 0 repositories listed
• Jamming-Resilient Path Planning for Multiple UAVs via Deep Reinforcement Learning
  9 Apr 2021 0 repositories listed
• Learning-Based UAV Trajectory Optimization with Collision Avoidance and Connectivity Constraints
  3 Apr 2021 0 repositories listed
• Online Convex Optimization with Continuous Switching Constraint
  21 Mar 2021 0 repositories listed
• Forward and Backward Bellman equations improve the efficiency of EM algorithm for DEC-POMDP
  19 Mar 2021 0 repositories listed
• Situated Language Learning via Interactive Narratives
  18 Mar 2021 0 repositories listed
• Encrypted Linear Contextual Bandit
  17 Mar 2021 0 repositories listed
• Meta-Learning for Planning: Automatic Synthesis of Sample Based Planners
  13 Mar 2021 0 repositories listed
• Optimal sequential decision making with probabilistic digital twins
  12 Mar 2021 0 repositories listed
• Automatic Goal Generation using Dynamical Distance Learning
  9 Mar 2021 0 repositories listed
• Bandit Linear Optimization for Sequential Decision Making and Extensive-Form Games
  8 Mar 2021 0 repositories listed
• Model-Free Online Learning in Unknown Sequential Decision Making Problems and Games
  8 Mar 2021 0 repositories listed
• Batched Neural Bandits
  25 Feb 2021 0 repositories listed
• Hyperparameter Transfer Learning with Adaptive Complexity
  25 Feb 2021 0 repositories listed
• SENTINEL: Taming Uncertainty with Ensemble-based Distributional Reinforcement Learning
  22 Feb 2021 0 repositories listed
• Model-based Meta Reinforcement Learning using Graph Structured Surrogate Models
  16 Feb 2021 0 repositories listed
• Causal Markov Decision Processes: Learning Good Interventions Efficiently
  15 Feb 2021 0 repositories listed
• Deep Reinforcement Learning for Portfolio Optimization using Latent Feature State Space (LFSS) Module
  11 Feb 2021 0 repositories listed
• Representation Matters: Offline Pretraining for Sequential Decision Making
  11 Feb 2021 0 repositories listed
• Patterns, predictions, and actions: A story about machine learning
  10 Feb 2021 0 repositories listed
• An Analysis of Frame-skipping in Reinforcement Learning
  7 Feb 2021 0 repositories listed
• MSPM: A Modularized and Scalable Multi-Agent Reinforcement Learning-based System for Financial Portfolio Management
  6 Feb 2021 0 repositories listed
• Improving Human Decision-Making by Discovering Efficient Strategies for Hierarchical Planning
  31 Jan 2021 0 repositories listed
• Reinforcement Learning for Freight Booking Control Problems
  29 Jan 2021 0 repositories listed
• CoordiQ : Coordinated Q-learning for Electric Vehicle Charging Recommendation
  28 Jan 2021 0 repositories listed
• The MineRL 2020 Competition on Sample Efficient Reinforcement Learning using Human Priors
  26 Jan 2021 0 repositories listed
• High-Confidence Off-Policy (or Counterfactual) Variance Estimation
  25 Jan 2021 0 repositories listed
• GST: Group-Sparse Training for Accelerating Deep Reinforcement Learning
  24 Jan 2021 0 repositories listed
• Deciding What to Learn: A Rate-Distortion Approach
  15 Jan 2021 0 repositories listed
• Reinforced Imitative Graph Representation Learning for Mobile User Profiling: An Adversarial Training Perspective
  7 Jan 2021 0 repositories listed
• Computing Preimages of Deep Neural Networks with Applications to Safety
  1 Jan 2021 0 repositories listed
• Divide-and-Conquer Monte Carlo Tree Search
  1 Jan 2021 0 repositories listed
• Learning to Make Decisions via Submodular Regularization
  1 Jan 2021 0 repositories listed
• Learning to Recover from Failures using Memory
  1 Jan 2021 0 repositories listed
• Understanding and Leveraging Causal Relations in Deep Reinforcement Learning
  1 Jan 2021 0 repositories listed
• Privacy-Constrained Policies via Mutual Information Regularized Policy Gradients
  30 Dec 2020 0 repositories listed
• A Regret bound for Non-stationary Multi-Armed Bandits with Fairness Constraints
  24 Dec 2020 0 repositories listed
• Autonomous Charging of Electric Vehicle Fleets to Enhance Renewable Generation Dispatchability
  22 Dec 2020 0 repositories listed
• Demystify Painting with RL
  14 Dec 2020 0 repositories listed
• Learning Mobile Robot Navigation in the Dense Crowd with Deep Reinforcement Learning
  14 Dec 2020 0 repositories listed
• Delay and Cooperation in Nonstochastic Linear Bandits
  1 Dec 2020 0 repositories listed
• Improving Online Rent-or-Buy Algorithms with Sequential Decision Making and ML Predictions
  1 Dec 2020 0 repositories listed
• Natural Policy Gradient Primal-Dual Method for Constrained Markov Decision Processes
  1 Dec 2020 0 repositories listed
• On Efficiency in Hierarchical Reinforcement Learning
  1 Dec 2020 0 repositories listed
• Planning with General Objective Functions: Going Beyond Total Rewards
  1 Dec 2020 0 repositories listed
• R-learning in actor-critic model offers a biologically relevant mechanism for sequential decision-making
  1 Dec 2020 0 repositories listed
• Modality-Buffet for Real-Time Object Detection
  17 Nov 2020 0 repositories listed
• Robust Batch Policy Learning in Markov Decision Processes
  9 Nov 2020 0 repositories listed
• Reliable Off-policy Evaluation for Reinforcement Learning
  8 Nov 2020 0 repositories listed
• Single and Multi-Agent Deep Reinforcement Learning for AI-Enabled Wireless Networks: A Tutorial
  6 Nov 2020 0 repositories listed
• Multi-IRS-assisted Multi-Cell Uplink MIMO Communications under Imperfect CSI: A Deep Reinforcement Learning Approach
  2 Nov 2020 0 repositories listed
• Reinforcement Learning with Efficient Active Feature Acquisition
  2 Nov 2020 0 repositories listed
• Bandits in Matching Markets: Ideas and Proposals for Peer Lending
  30 Oct 2020 0 repositories listed
• What are the Statistical Limits of Offline RL with Linear Function Approximation?
  22 Oct 2020 0 repositories listed
• Deep Q-Network-based Adaptive Alert Threshold Selection Policy for Payment Fraud Systems in Retail Banking
  21 Oct 2020 0 repositories listed
• DBA bandits: Self-driving index tuning under ad-hoc, analytical workloads with safety guarantees
  19 Oct 2020 0 repositories listed
• A Generative Machine Learning Approach to Policy Optimization in Pursuit-Evasion Games
  4 Oct 2020 0 repositories listed
• Mean-Variance Efficient Reinforcement Learning with Applications to Dynamic Financial Investment
  3 Oct 2020 0 repositories listed
• Is Reinforcement Learning More Difficult Than Bandits? A Near-optimal Algorithm Escaping the Curse of Horizon
  28 Sep 2020 0 repositories listed
• A Sample-Efficient Algorithm for Episodic Finite-Horizon MDP with Constraints
  23 Sep 2020 0 repositories listed
• Causal Bandits without prior knowledge using separating sets
  16 Sep 2020 0 repositories listed
• Transfer Learning in Deep Reinforcement Learning: A Survey
  16 Sep 2020 0 repositories listed
• Toward the Fundamental Limits of Imitation Learning
  13 Sep 2020 0 repositories listed
• Optimal Inspection and Maintenance Planning for Deteriorating Structural Components through Dynamic Bayesian Networks and Markov Decision Processes
  9 Sep 2020 0 repositories listed
• Inverse Policy Evaluation for Value-based Sequential Decision-making
  26 Aug 2020 0 repositories listed
• Spatial Privacy Pricing: The Interplay between Privacy, Utility and Price in Geo-Marketplaces
  25 Aug 2020 0 repositories listed
• A Survey of Knowledge-based Sequential Decision Making under Uncertainty
  19 Aug 2020 0 repositories listed
• Deep Model-Based Reinforcement Learning for High-Dimensional Problems, a Survey
  11 Aug 2020 0 repositories listed
• A Machine of Few Words -- Interactive Speaker Recognition with Reinforcement Learning
  7 Aug 2020 0 repositories listed
• Dynamics Generalization via Information Bottleneck in Deep Reinforcement Learning
  3 Aug 2020 0 repositories listed
• Tracking the Race Between Deep Reinforcement Learning and Imitation Learning -- Extended Version
  3 Aug 2020 0 repositories listed
• Compare and Select: Video Summarization with Multi-Agent Reinforcement Learning
  29 Jul 2020 0 repositories listed
• Data-efficient visuomotor policy training using reinforcement learning and generative models
  26 Jul 2020 0 repositories listed
• AirCapRL: Autonomous Aerial Human Motion Capture using Deep Reinforcement Learning
  13 Jul 2020 0 repositories listed
• Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Approaches
  12 Jul 2020 0 repositories listed
• GraphOpt: Learning Optimization Models of Graph Formation
  7 Jul 2020 0 repositories listed
• Learning "What-if" Explanations for Sequential Decision-Making
  2 Jul 2020 0 repositories listed
• Convex Regularization in Monte-Carlo Tree Search
  1 Jul 2020 0 repositories listed
• Falsification-Based Robust Adversarial Reinforcement Learning
  1 Jul 2020 0 repositories listed
• Model-based Reinforcement Learning: A Survey
  30 Jun 2020 0 repositories listed
• On Bellman's Optimality Principle for zs-POSGs
  29 Jun 2020 0 repositories listed
• A Unifying Framework for Reinforcement Learning and Planning
  26 Jun 2020 0 repositories listed