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Model-based Reinforcement Learning

Papers archive 2025-07-28

archive papers tagged: 708 · with a code link: 234 · where Syntology ran a sample: 72 (66 with a run with no instrument failure, 6 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (72 of 708 tagged: 66 with a run with no instrument failure, 6 where every run was a failure of Syntology's instrument)

Page 5 of 8: papers 401 to 500 of 708, 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.

• Output Feedback Adaptive Optimal Control of Affine Nonlinear systems with a Linear Measurement Model
  13 Oct 2022 0 repositories listed
• Deep Inventory Management
  6 Oct 2022 0 repositories listed
• Contrastive Unsupervised Learning of World Model with Invariant Causal Features
  29 Sep 2022 0 repositories listed
• Learning Parsimonious Dynamics for Generalization in Reinforcement Learning
  29 Sep 2022 0 repositories listed
• Optimistic MLE -- A Generic Model-based Algorithm for Partially Observable Sequential Decision Making
  29 Sep 2022 0 repositories listed
• Reinforcement Learning with Non-Exponential Discounting
  27 Sep 2022 0 repositories listed
• Performance Optimization for Variable Bitwidth Federated Learning in Wireless Networks
  21 Sep 2022 0 repositories listed
• A Spiking Neural Network Learning Markov Chain
  20 Sep 2022 0 repositories listed
• Conservative Dual Policy Optimization for Efficient Model-Based Reinforcement Learning
  16 Sep 2022 0 repositories listed
• Value Summation: A Novel Scoring Function for MPC-based Model-based Reinforcement Learning
  16 Sep 2022 0 repositories listed
• Concept-modulated model-based offline reinforcement learning for rapid generalization
  7 Sep 2022 0 repositories listed
• Variational Inference for Model-Free and Model-Based Reinforcement Learning
  4 Sep 2022 0 repositories listed
• An Analysis of Model-Based Reinforcement Learning From Abstracted Observations
  30 Aug 2022 0 repositories listed
• Model-Based Reinforcement Learning with SINDy
  30 Aug 2022 0 repositories listed
• Backward Imitation and Forward Reinforcement Learning via Bi-directional Model Rollouts
  4 Aug 2022 0 repositories listed
• Raising Student Completion Rates with Adaptive Curriculum and Contextual Bandits
  28 Jul 2022 0 repositories listed
• Adaptive Asynchronous Control Using Meta-learned Neural Ordinary Differential Equations
  25 Jul 2022 0 repositories listed
• Skill-based Model-based Reinforcement Learning
  15 Jul 2022 0 repositories listed
• Learning to Selectively Learn for Weakly Supervised Paraphrase Generation with Model-based Reinforcement Learning
  1 Jul 2022 0 repositories listed
• Provably Efficient Reinforcement Learning for Online Adaptive Influence Maximization
  29 Jun 2022 0 repositories listed
• Masked World Models for Visual Control
  28 Jun 2022 0 repositories listed
• Incorporating Voice Instructions in Model-Based Reinforcement Learning for Self-Driving Cars
  21 Jun 2022 0 repositories listed
• Model-Based Imitation Learning Using Entropy Regularization of Model and Policy
  21 Jun 2022 0 repositories listed
• Using cognitive psychology to understand GPT-3
  21 Jun 2022 0 repositories listed
• Guided Safe Shooting: model based reinforcement learning with safety constraints
  20 Jun 2022 0 repositories listed
• A Survey on Model-based Reinforcement Learning
  19 Jun 2022 0 repositories listed
• A Look at Value-Based Decision-Time vs. Background Planning Methods Across Different Settings
  16 Jun 2022 0 repositories listed
• Model-Based Reinforcement Learning for Offline Zero-Sum Markov Games
  8 Jun 2022 0 repositories listed
• A Model-Based Reinforcement Learning Approach for PID Design
  7 Jun 2022 0 repositories listed
• Adaptive Rollout Length for Model-Based RL Using Model-Free Deep RL
  6 Jun 2022 0 repositories listed
• Goal-Space Planning with Subgoal Models
  6 Jun 2022 0 repositories listed
• Between Rate-Distortion Theory & Value Equivalence in Model-Based Reinforcement Learning
  4 Jun 2022 0 repositories listed
• Deciding What to Model: Value-Equivalent Sampling for Reinforcement Learning
  4 Jun 2022 0 repositories listed
• Offline Reinforcement Learning with Causal Structured World Models
  3 Jun 2022 0 repositories listed
• Posterior Coreset Construction with Kernelized Stein Discrepancy for Model-Based Reinforcement Learning
  2 Jun 2022 0 repositories listed
• Stock Trading Optimization through Model-based Reinforcement Learning with Resistance Support Relative Strength
  30 May 2022 0 repositories listed
• Multi-Source Transfer Learning for Deep Model-Based Reinforcement Learning
  28 May 2022 0 repositories listed
• Should Models Be Accurate?
  22 May 2022 0 repositories listed
• Accelerated Reinforcement Learning for Temporal Logic Control Objectives
  9 May 2022 0 repositories listed
• INFOrmation Prioritization through EmPOWERment in Visual Model-Based RL
  18 Apr 2022 0 repositories listed
• Online No-regret Model-Based Meta RL for Personalized Navigation
  5 Apr 2022 0 repositories listed
• Safe Controller for Output Feedback Linear Systems using Model-Based Reinforcement Learning
  4 Apr 2022 0 repositories listed
• Revisiting Model-based Value Expansion
  28 Mar 2022 0 repositories listed
• Investigating Compounding Prediction Errors in Learned Dynamics Models
  17 Mar 2022 0 repositories listed
• DreamingV2: Reinforcement Learning with Discrete World Models without Reconstruction
  1 Mar 2022 0 repositories listed
• TransDreamer: Reinforcement Learning with Transformer World Models
  19 Feb 2022 0 repositories listed Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Should I send this notification? Optimizing push notifications decision making by modeling the future
  17 Feb 2022 0 repositories listed
• Provably Efficient Causal Model-Based Reinforcement Learning for Systematic Generalization
  14 Feb 2022 0 repositories listed
• Neural NID Rules
  12 Feb 2022 0 repositories listed
• Reward-Respecting Subtasks for Model-Based Reinforcement Learning
  7 Feb 2022 0 repositories listed
• Meta-Learning Hypothesis Spaces for Sequential Decision-making
  1 Feb 2022 0 repositories listed
• Joint Differentiable Optimization and Verification for Certified Reinforcement Learning
  28 Jan 2022 0 repositories listed
• Physical Derivatives: Computing policy gradients by physical forward-propagation
  15 Jan 2022 0 repositories listed
• Opportunities of Hybrid Model-based Reinforcement Learning for Cell Therapy Manufacturing Process Control
  10 Jan 2022 0 repositories listed
• Assessing Policy, Loss and Planning Combinations in Reinforcement Learning using a New Modular Architecture
  8 Jan 2022 0 repositories listed
• Exploration-exploitation trade-off for continuous-time episodic reinforcement learning with linear-convex models
  19 Dec 2021 0 repositories listed
• Model-Value Inconsistency as a Signal for Epistemic Uncertainty
  8 Dec 2021 0 repositories listed
• Maximum Entropy Model-based Reinforcement Learning
  2 Dec 2021 0 repositories listed
• Improving gearshift controllers for electric vehicles with reinforcement learning
  1 Dec 2021 0 repositories listed
• Model-Based Reinforcement Learning via Imagination with Derived Memory
  1 Dec 2021 0 repositories listed
• Understanding End-to-End Model-Based Reinforcement Learning Methods as Implicit Parameterization
  1 Dec 2021 0 repositories listed
• Weighted model estimation for offline model-based reinforcement learning
  1 Dec 2021 0 repositories listed
• Approximate infinite-horizon predictive control
  16 Nov 2021 0 repositories listed
• Free Will Belief as a consequence of Model-based Reinforcement Learning
  14 Nov 2021 0 repositories listed
• Model-Based Reinforcement Learning via Stochastic Hybrid Models
  11 Nov 2021 0 repositories listed
• Look Before You Leap: Safe Model-Based Reinforcement Learning with Human Intervention
  10 Nov 2021 0 repositories listed
• Risk Sensitive Model-Based Reinforcement Learning using Uncertainty Guided Planning
  9 Nov 2021 0 repositories listed
• Procedural Generalization by Planning with Self-Supervised World Models
  2 Nov 2021 0 repositories listed
• Model based Multi-agent Reinforcement Learning with Tensor Decompositions
  27 Oct 2021 0 repositories listed
• Learning Robust Controllers Via Probabilistic Model-Based Policy Search
  26 Oct 2021 0 repositories listed
• Multitask Adaptation by Retrospective Exploration with Learned World Models
  25 Oct 2021 0 repositories listed
• Operator Shifting for Model-based Policy Evaluation
  25 Oct 2021 0 repositories listed
• Model-based Reinforcement Learning for Service Mesh Fault Resiliency in a Web Application-level
  21 Oct 2021 0 repositories listed
• Variational Predictive Routing with Nested Subjective Timescales
  21 Oct 2021 0 repositories listed
• Improving Hyperparameter Optimization by Planning Ahead
  15 Oct 2021 0 repositories listed
• Reward-Free Model-Based Reinforcement Learning with Linear Function Approximation
  12 Oct 2021 0 repositories listed
• Revisiting Design Choices in Offline Model-Based Reinforcement Learning
  8 Oct 2021 0 repositories listed
• Near-Optimal Reward-Free Exploration for Linear Mixture MDPs with Plug-in Solver
  7 Oct 2021 0 repositories listed
• Imaginary Hindsight Experience Replay: Curious Model-based Learning for Sparse Reward Tasks
  5 Oct 2021 0 repositories listed
• Cycle-Consistent World Models for Domain Independent Latent Imagination
  2 Oct 2021 0 repositories listed
• Safety aware model-based reinforcement learning for optimal control of a class of output-feedback nonlinear systems
  1 Oct 2021 0 repositories listed
• Decentralized Cross-Entropy Method for Model-Based Reinforcement Learning
  29 Sep 2021 0 repositories listed
• Fully Decentralized Model-based Policy Optimization with Networked Agents
  29 Sep 2021 0 repositories listed
• Learning Dynamics Models for Model Predictive Agents
  29 Sep 2021 0 repositories listed
• MOBA: Multi-teacher Model Based Reinforcement Learning
  29 Sep 2021 0 repositories listed
• Model-based Reinforcement Learning with Ensembled Model-value Expansion
  29 Sep 2021 0 repositories listed
• Example-Driven Model-Based Reinforcement Learning for Solving Long-Horizon Visuomotor Tasks
  21 Sep 2021 0 repositories listed
• Learning-to-defer for sequential medical decision-making under uncertainty
  13 Sep 2021 0 repositories listed
• Federated Ensemble Model-based Reinforcement Learning in Edge Computing
  12 Sep 2021 0 repositories listed
• Robust Model-based Reinforcement Learning for Autonomous Greenhouse Control
  26 Aug 2021 0 repositories listed
• Plug and Play, Model-Based Reinforcement Learning
  20 Aug 2021 0 repositories listed
• Fractional Transfer Learning for Deep Model-Based Reinforcement Learning
  14 Aug 2021 0 repositories listed
• MBDP: A Model-based Approach to Achieve both Robustness and Sample Efficiency via Double Dropout Planning
  3 Aug 2021 0 repositories listed
• Physics-informed Dyna-Style Model-Based Deep Reinforcement Learning for Dynamic Control
  31 Jul 2021 0 repositories listed
• High-Accuracy Model-Based Reinforcement Learning, a Survey
  17 Jul 2021 0 repositories listed
• Efficient Model-Based Multi-Agent Mean-Field Reinforcement Learning
  8 Jul 2021 0 repositories listed
• Predictive Control Using Learned State Space Models via Rolling Horizon Evolution
  25 Jun 2021 0 repositories listed
• Uncertainty-Aware Model-Based Reinforcement Learning with Application to Autonomous Driving
  23 Jun 2021 0 repositories listed
• Lifted Model Checking for Relational MDPs
  22 Jun 2021 0 repositories listed
• Hyperspace Neighbor Penetration Approach to Dynamic Programming for Model-Based Reinforcement Learning Problems with Slowly Changing Variables in A Continuous State Space
  10 Jun 2021 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.