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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 6 of 8: papers 501 to 600 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.

• Detecting and Adapting to Novelty in Games
  4 Jun 2021 0 repositories listed
• Safe Model-based Off-policy Reinforcement Learning for Eco-Driving in Connected and Automated Hybrid Electric Vehicles
  25 May 2021 0 repositories listed
• Revisiting Design Choices in Offline Model Based Reinforcement Learning
  21 May 2021 0 repositories listed
• Acting upon Imagination: when to trust imagined trajectories in model based reinforcement learning
  12 May 2021 0 repositories listed
• Data-Efficient Reinforcement Learning for Malaria Control
  4 May 2021 0 repositories listed
• Planning with Expectation Models for Control
  17 Apr 2021 0 repositories listed
• Safe Exploration in Model-based Reinforcement Learning using Control Barrier Functions
  16 Apr 2021 0 repositories listed
• Learning to Reweight Imaginary Transitions for Model-Based Reinforcement Learning
  9 Apr 2021 0 repositories listed
• GEM: Group Enhanced Model for Learning Dynamical Control Systems
  7 Apr 2021 0 repositories listed
• Reinforcement Learning with a Disentangled Universal Value Function for Item Recommendation
  7 Apr 2021 0 repositories listed
• Particle MPC for Uncertain and Learning-Based Control
  6 Apr 2021 0 repositories listed
• DEALIO: Data-Efficient Adversarial Learning for Imitation from Observation
  31 Mar 2021 0 repositories listed
• Discriminator Augmented Model-Based Reinforcement Learning
  24 Mar 2021 0 repositories listed
• Combining Pessimism with Optimism for Robust and Efficient Model-Based Deep Reinforcement Learning
  18 Mar 2021 0 repositories listed
• Adapting User Interfaces with Model-based Reinforcement Learning
  11 Mar 2021 0 repositories listed
• Learning State Representations via Temporal Cycle-Consistency Constraint in Model-Based Reinforcement Learning
  9 Mar 2021 0 repositories listed
• Learning Task Informed Abstractions
  9 Mar 2021 0 repositories listed
• Less Suboptimal Learning and Control in Variational POMDPs
  9 Mar 2021 0 repositories listed
• Solipsistic Reinforcement Learning
  9 Mar 2021 0 repositories listed
• Minimax Model Learning
  2 Mar 2021 0 repositories listed
• Combining Off and On-Policy Training in Model-Based Reinforcement Learning
  24 Feb 2021 0 repositories listed
• SENTINEL: Taming Uncertainty with Ensemble-based Distributional Reinforcement Learning
  22 Feb 2021 0 repositories listed
• Model-Invariant State Abstractions for Model-Based Reinforcement Learning
  19 Feb 2021 0 repositories listed
• Model-Based Policy Search Using Monte Carlo Gradient Estimation with Real Systems Application
  28 Jan 2021 0 repositories listed
• Model-based Policy Search for Partially Measurable Systems
  21 Jan 2021 0 repositories listed
• Model-Based Reinforcement Learning for Approximate Optimal Control with Temporal Logic Specifications
  18 Jan 2021 0 repositories listed
• Biomanufacturing Harvest Optimization with Small Data
  11 Jan 2021 0 repositories listed
• Extracting Strong Policies for Robotics Tasks from zero-order trajectory optimizers
  1 Jan 2021 0 repositories listed
• Non-Markovian Predictive Coding For Planning In Latent Space
  1 Jan 2021 0 repositories listed
• On Trade-offs of Image Prediction in Visual Model-Based Reinforcement Learning
  1 Jan 2021 0 repositories listed
• Representation Balancing Offline Model-based Reinforcement Learning
  1 Jan 2021 0 repositories listed
• Offline Meta-level Model-based Reinforcement Learning Approach for Cold-Start Recommendation
  4 Dec 2020 0 repositories listed
• Nested Mixture of Experts: Cooperative and Competitive Learning of Hybrid Dynamical System
  20 Nov 2020 0 repositories listed
• Analog Circuit Design with Dyna-Style Reinforcement Learning
  16 Nov 2020 0 repositories listed
• RL-QN: A Reinforcement Learning Framework for Optimal Control of Queueing Systems
  14 Nov 2020 0 repositories listed
• Critic PI2: Master Continuous Planning via Policy Improvement with Path Integrals and Deep Actor-Critic Reinforcement Learning
  13 Nov 2020 0 repositories listed
• Model-based Reinforcement Learning from Signal Temporal Logic Specifications
  10 Nov 2020 0 repositories listed
• Model-Based Reinforcement Learning for Eco-Driving Control of Electric Vehicles
  9 Nov 2020 0 repositories listed
• On the role of planning in model-based deep reinforcement learning
  8 Nov 2020 0 repositories listed
• The Value Equivalence Principle for Model-Based Reinforcement Learning
  6 Nov 2020 0 repositories listed
• Differentiable Physics Models for Real-world Offline Model-based Reinforcement Learning
  3 Nov 2020 0 repositories listed
• Reinforcement Learning with Efficient Active Feature Acquisition
  2 Nov 2020 0 repositories listed
• Sample-efficient reinforcement learning using deep Gaussian processes
  2 Nov 2020 0 repositories listed
• Task-Completion Dialogue Policy Learning via Monte Carlo Tree Search with Dueling Network
  1 Nov 2020 0 repositories listed
• Improving the Exploration of Deep Reinforcement Learning in Continuous Domains using Planning for Policy Search
  24 Oct 2020 0 repositories listed
• Planning with Exploration: Addressing Dynamics Bottleneck in Model-based Reinforcement Learning
  24 Oct 2020 0 repositories listed
• Error Bounds of Imitating Policies and Environments
  22 Oct 2020 0 repositories listed
• Safety Verification of Model Based Reinforcement Learning Controllers
  21 Oct 2020 0 repositories listed
• Uncertainty-aware Contact-safe Model-based Reinforcement Learning
  16 Oct 2020 0 repositories listed
• Model-Based Reinforcement Learning for Type 1Diabetes Blood Glucose Control
  13 Oct 2020 0 repositories listed
• Reinforcement Learning on Computational Resource Allocation of Cloud-based Wireless Networks
  10 Oct 2020 0 repositories listed
• Trust the Model When It Is Confident: Masked Model-based Actor-Critic
  10 Oct 2020 0 repositories listed
• Jointly-Learned State-Action Embedding for Efficient Reinforcement Learning
  9 Oct 2020 0 repositories listed
• A Sharp Analysis of Model-based Reinforcement Learning with Self-Play
  4 Oct 2020 0 repositories listed
• Trust-Region Method with Deep Reinforcement Learning in Analog Design Space Exploration
  29 Sep 2020 0 repositories listed
• Efficient Exploration for Model-based Reinforcement Learning with Continuous States and Actions
  28 Sep 2020 0 repositories listed
• Jointly-Trained State-Action Embedding for Efficient Reinforcement Learning
  28 Sep 2020 0 repositories listed
• Dynamic Horizon Value Estimation for Model-based Reinforcement Learning
  21 Sep 2020 0 repositories listed
• A Contraction Approach to Model-based Reinforcement Learning
  18 Sep 2020 0 repositories listed
• Reward Maximisation through Discrete Active Inference
  17 Sep 2020 0 repositories listed
• Multi-Objective Model-based Reinforcement Learning for Infectious Disease Control
  9 Sep 2020 0 repositories listed
• Document-editing Assistants and Model-based Reinforcement Learning as a Path to Conversational AI
  27 Aug 2020 0 repositories listed
• Beyond Point Estimate: Inferring Ensemble Prediction Variation from Neuron Activation Strength in Recommender Systems
  17 Aug 2020 0 repositories listed
• Deep Model-Based Reinforcement Learning for High-Dimensional Problems, a Survey
  11 Aug 2020 0 repositories listed
• Learning Transition Models with Time-delayed Causal Relations
  4 Aug 2020 0 repositories listed
• Dreaming: Model-based Reinforcement Learning by Latent Imagination without Reconstruction
  29 Jul 2020 0 repositories listed
• Safe Model-Based Reinforcement Learning for Systems with Parametric Uncertainties
  24 Jul 2020 0 repositories listed
• Reinforcement Learning with Fast Stabilization in Linear Dynamical Systems
  23 Jul 2020 0 repositories listed
• Model-Based Multi-Agent RL in Zero-Sum Markov Games with Near-Optimal Sample Complexity
  15 Jul 2020 0 repositories listed
• Selective Dyna-style Planning Under Limited Model Capacity
  5 Jul 2020 0 repositories listed
• Model-based Reinforcement Learning: A Survey
  30 Jun 2020 0 repositories listed
• Control-Aware Representations for Model-based Reinforcement Learning
  24 Jun 2020 0 repositories listed
• Towards Tractable Optimism in Model-Based Reinforcement Learning
  21 Jun 2020 0 repositories listed
• Active Learning for Nonlinear System Identification with Guarantees
  18 Jun 2020 0 repositories listed
• Model Embedding Model-Based Reinforcement Learning
  16 Jun 2020 0 repositories listed
• Variational Model-based Policy Optimization
  9 Jun 2020 0 repositories listed
• Learning to Plan via Deep Optimistic Value Exploration
  8 Jun 2020 0 repositories listed
• Maximum Entropy Model Rollouts: Fast Model Based Policy Optimization without Compounding Errors
  8 Jun 2020 0 repositories listed
• The growth and form of knowledge networks by kinesthetic curiosity
  4 Jun 2020 0 repositories listed
• Model-Based Reinforcement Learning with Value-Targeted Regression
  1 Jun 2020 0 repositories listed
• Breaking the Sample Size Barrier in Model-Based Reinforcement Learning with a Generative Model
  26 May 2020 0 repositories listed
• Model-Augmented Actor-Critic: Backpropagating through Paths
  16 May 2020 0 repositories listed
• Mutual Information Maximization for Robust Plannable Representations
  16 May 2020 0 repositories listed
• Fostering Event Compression using Gated Surprise
  12 May 2020 0 repositories listed
• Model-based reinforcement learning for biological sequence design
  1 May 2020 0 repositories listed
• Model Based Reinforcement Learning for Atari
  1 May 2020 0 repositories listed
• Sample-Efficient Model-based Actor-Critic for an Interactive Dialogue Task
  28 Apr 2020 0 repositories listed
• Flexible and Efficient Long-Range Planning Through Curious Exploration
  22 Apr 2020 0 repositories listed
• Modeling Survival in model-based Reinforcement Learning
  18 Apr 2020 0 repositories listed
• A Game Theoretic Framework for Model Based Reinforcement Learning
  16 Apr 2020 0 repositories listed Syntology 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• Online Constrained Model-based Reinforcement Learning
  7 Apr 2020 0 repositories listed
• Model-based Reinforcement Learning for Decentralized Multiagent Rendezvous
  15 Mar 2020 0 repositories listed
• PlaNet of the Bayesians: Reconsidering and Improving Deep Planning Network by Incorporating Bayesian Inference
  1 Mar 2020 0 repositories listed
• Model-Based Reinforcement Learning for Physical Systems Without Velocity and Acceleration Measurements
  25 Feb 2020 0 repositories listed
• Frequency-based Search-control in Dyna
  14 Feb 2020 0 repositories listed
• Ready Policy One: World Building Through Active Learning
  7 Feb 2020 0 repositories listed
• Deep Learning Tubes for Tube MPC
  5 Feb 2020 0 repositories listed
• Local Policy Optimization for Trajectory-Centric Reinforcement Learning
  22 Jan 2020 0 repositories listed
• Model-based Multi-Agent Reinforcement Learning with Cooperative Prioritized Sweeping
  15 Jan 2020 0 repositories listed
• A Game Theoretic Perspective on Model-Based Reinforcement Learning
  1 Jan 2020 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.