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Reinforcement Learning

Papers archive 2025-07-28

archive papers tagged: 13,178 · with a code link: 4,183 · where Syntology ran a sample: 1,175 (988 with a run with no instrument failure, 187 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (1,175 of 13,178 tagged: 988 with a run with no instrument failure, 187 where every run was a failure of Syntology's instrument)

Page 73 of 132: papers 7,201 to 7,300 of 13,178, 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.

• Reinforcement Learning under Partial Observability Guided by Learned Environment Models
  23 Jun 2022 0 repositories listed
• Decentralized Gossip-Based Stochastic Bilevel Optimization over Communication Networks
  22 Jun 2022 0 repositories listed
• Learning Optimal Treatment Strategies for Sepsis Using Offline Reinforcement Learning in Continuous Space
  22 Jun 2022 0 repositories listed
• Federated Stochastic Approximation under Markov Noise and Heterogeneity: Applications in Reinforcement Learning
  21 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
• The Integration of Machine Learning into Automated Test Generation: A Systematic Mapping Study
  21 Jun 2022 0 repositories listed
• Constrained Reinforcement Learning for Robotics via Scenario-Based Programming
  20 Jun 2022 0 repositories listed
• Deep reinforced active learning for multi-class image classification
  20 Jun 2022 0 repositories listed
• From Multi-agent to Multi-robot: A Scalable Training and Evaluation Platform for Multi-robot Reinforcement Learning
  20 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
• Guarantees for Epsilon-Greedy Reinforcement Learning with Function Approximation
  19 Jun 2022 0 repositories listed
• Learning Multi-Task Transferable Rewards via Variational Inverse Reinforcement Learning
  19 Jun 2022 0 repositories listed
• Two-Hop Age of Information Scheduling for Multi-UAV Assisted Mobile Edge Computing: FRL vs MADDPG
  19 Jun 2022 0 repositories listed
• AnyMorph: Learning Transferable Polices By Inferring Agent Morphology
  17 Jun 2022 0 repositories listed
• Bootstrapped Transformer for Offline Reinforcement Learning
  17 Jun 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) · 1 unverified (of 4 harvested samples)
• Deep reinforcement learning for fMRI prediction of Autism Spectrum Disorder
  17 Jun 2022 0 repositories listed
• Reinforcement Learning for Economic Policy: A New Frontier?
  16 Jun 2022 0 repositories listed
• Contrastive Learning as Goal-Conditioned Reinforcement Learning
  15 Jun 2022 0 repositories listed
• Mean-Semivariance Policy Optimization via Risk-Averse Reinforcement Learning
  15 Jun 2022 0 repositories listed
• Rethinking Reinforcement Learning for Recommendation: A Prompt Perspective
  15 Jun 2022 0 repositories listed
• Revisiting Some Common Practices in Cooperative Multi-Agent Reinforcement Learning
  15 Jun 2022 0 repositories listed
• Deep Reinforcement Learning for Exact Combinatorial Optimization: Learning to Branch
  14 Jun 2022 0 repositories listed
• Robust Reinforcement Learning with Distributional Risk-averse formulation
  14 Jun 2022 0 repositories listed
• Solving the capacitated vehicle routing problem with timing windows using rollouts and MAX-SAT
  14 Jun 2022 0 repositories listed
• Stein Variational Goal Generation for adaptive Exploration in Multi-Goal Reinforcement Learning
  14 Jun 2022 0 repositories listed
• Object Tracking Using Siamese Network-Based Reinforcement Learning
  13 Jun 2022 0 repositories listed
• Provable Benefit of Multitask Representation Learning in Reinforcement Learning
  13 Jun 2022 0 repositories listed
• Provably Efficient Offline Reinforcement Learning with Trajectory-Wise Reward
  13 Jun 2022 0 repositories listed
• Matching options to tasks using Option-Indexed Hierarchical Reinforcement Learning
  12 Jun 2022 0 repositories listed
• Federated Offline Reinforcement Learning
  11 Jun 2022 0 repositories listed
• An application of neural networks to a problem in knot theory and group theory (untangling braids)
  10 Jun 2022 0 repositories listed
• Deep Multi-Agent Reinforcement Learning with Hybrid Action Spaces based on Maximum Entropy
  10 Jun 2022 0 repositories listed
• Dynamic mean field programming
  10 Jun 2022 0 repositories listed
• Large-Scale Retrieval for Reinforcement Learning
  10 Jun 2022 0 repositories listed
• Multifidelity Reinforcement Learning with Control Variates
  10 Jun 2022 0 repositories listed
• An Optimization Method-Assisted Ensemble Deep Reinforcement Learning Algorithm to Solve Unit Commitment Problems
  9 Jun 2022 0 repositories listed
• Overcoming the Spectral Bias of Neural Value Approximation
  9 Jun 2022 0 repositories listed
• Quantum Policy Iteration via Amplitude Estimation and Grover Search -- Towards Quantum Advantage for Reinforcement Learning
  9 Jun 2022 0 repositories listed
• Receding Horizon Inverse Reinforcement Learning
  9 Jun 2022 0 repositories listed
• Regret Analysis of Certainty Equivalence Policies in Continuous-Time Linear-Quadratic Systems
  9 Jun 2022 0 repositories listed
• Regret Bounds for Information-Directed Reinforcement Learning
  9 Jun 2022 0 repositories listed
• Sample-Efficient Reinforcement Learning in the Presence of Exogenous Information
  9 Jun 2022 0 repositories listed
• There is no Accuracy-Interpretability Tradeoff in Reinforcement Learning for Mazes
  9 Jun 2022 0 repositories listed
• Learning to Generate Prompts for Dialogue Generation through Reinforcement Learning
  8 Jun 2022 0 repositories listed
• Scalable Joint Learning of Wireless Multiple-Access Policies and their Signaling
  8 Jun 2022 0 repositories listed
• Sim2real for Reinforcement Learning Driven Next Generation Networks
  8 Jun 2022 0 repositories listed
• A Model-Based Reinforcement Learning Approach for PID Design
  7 Jun 2022 0 repositories listed
• Driving in Real Life with Inverse Reinforcement Learning
  7 Jun 2022 0 repositories listed
• MIX-MAB: Reinforcement Learning-based Resource Allocation Algorithm for LoRaWAN
  7 Jun 2022 0 repositories listed
• On the Effectiveness of Fine-tuning Versus Meta-reinforcement Learning
  7 Jun 2022 0 repositories listed
• On the Role of Discount Factor in Offline Reinforcement Learning
  7 Jun 2022 0 repositories listed
• Variational Meta Reinforcement Learning for Social Robotics
  7 Jun 2022 0 repositories listed
• Adaptive Rollout Length for Model-Based RL Using Model-Free Deep RL
  6 Jun 2022 0 repositories listed
• Asymptotic Instance-Optimal Algorithms for Interactive Decision Making
  6 Jun 2022 0 repositories listed
• Balancing Profit, Risk, and Sustainability for Portfolio Management
  6 Jun 2022 0 repositories listed
• Consensus Learning for Cooperative Multi-Agent Reinforcement Learning
  6 Jun 2022 0 repositories listed
• Deep Reinforcement Learning for Cybersecurity Threat Detection and Protection: A Review
  6 Jun 2022 0 repositories listed
• Efficient entity-based reinforcement learning
  6 Jun 2022 0 repositories listed
• Real2Sim or Sim2Real: Robotics Visual Insertion using Deep Reinforcement Learning and Real2Sim Policy Adaptation
  6 Jun 2022 0 repositories listed
• Specification-Guided Learning of Nash Equilibria with High Social Welfare
  6 Jun 2022 0 repositories listed
• DDPG based on multi-scale strokes for financial time series trading strategy
  5 Jun 2022 0 repositories listed
• Learning Dynamics and Generalization in Reinforcement Learning
  5 Jun 2022 0 repositories listed
• Adaptive Tree Backup Algorithms for Temporal-Difference Reinforcement Learning
  4 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
• Hybrid Value Estimation for Off-policy Evaluation and Offline Reinforcement Learning
  4 Jun 2022 0 repositories listed
• MACC: Cross-Layer Multi-Agent Congestion Control with Deep Reinforcement Learning
  4 Jun 2022 0 repositories listed
• Reward Poisoning Attacks on Offline Multi-Agent Reinforcement Learning
  4 Jun 2022 0 repositories listed
• A Deep Reinforcement Learning Framework For Column Generation
  3 Jun 2022 0 repositories listed
• Disentangling Epistemic and Aleatoric Uncertainty in Reinforcement Learning
  3 Jun 2022 0 repositories listed
• Offline Reinforcement Learning with Causal Structured World Models
  3 Jun 2022 0 repositories listed
• Reinforcement Learning with Neural Radiance Fields
  3 Jun 2022 0 repositories listed
• Equivariant Reinforcement Learning for Quadrotor UAV
  2 Jun 2022 0 repositories listed
• HEX: Human-in-the-loop Explainability via Deep Reinforcement Learning
  2 Jun 2022 0 repositories listed
• Incorporating Explicit Uncertainty Estimates into Deep Offline Reinforcement Learning
  2 Jun 2022 0 repositories listed
• Incrementality Bidding via Reinforcement Learning under Mixed and Delayed Rewards
  2 Jun 2022 0 repositories listed
• Offline Reinforcement Learning with Differential Privacy
  2 Jun 2022 0 repositories listed
• Reinforcement learning based parameters adaption method for particle swarm optimization
  2 Jun 2022 0 repositories listed
• Sample-Efficient Reinforcement Learning of Partially Observable Markov Games
  2 Jun 2022 0 repositories listed
• Byzantine-Robust Online and Offline Distributed Reinforcement Learning
  1 Jun 2022 0 repositories listed
• Efficient Scheduling of Data Augmentation for Deep Reinforcement Learning
  1 Jun 2022 0 repositories listed
• Model Generation with Provable Coverability for Offline Reinforcement Learning
  1 Jun 2022 0 repositories listed
• On Gap-dependent Bounds for Offline Reinforcement Learning
  1 Jun 2022 0 repositories listed
• Predecessor Features
  1 Jun 2022 0 repositories listed
• Provably Efficient Lifelong Reinforcement Learning with Linear Function Approximation
  1 Jun 2022 0 repositories listed
• RLSS: A Deep Reinforcement Learning Algorithm for Sequential Scene Generation
  1 Jun 2022 0 repositories listed
• k-Means Maximum Entropy Exploration
  31 May 2022 0 repositories listed
• A Simulation Environment and Reinforcement Learning Method for Waste Reduction
  30 May 2022 0 repositories listed
• GraMeR: Graph Meta Reinforcement Learning for Multi-Objective Influence Maximization
  30 May 2022 0 repositories listed
• Learning Open Domain Multi-hop Search Using Reinforcement Learning
  30 May 2022 0 repositories listed
• Quantum Multi-Armed Bandits and Stochastic Linear Bandits Enjoy Logarithmic Regrets
  30 May 2022 0 repositories listed
• Stock Trading Optimization through Model-based Reinforcement Learning with Resistance Support Relative Strength
  30 May 2022 0 repositories listed
• Independent and Decentralized Learning in Markov Potential Games
  29 May 2022 0 repositories listed
• Frustratingly Easy Regularization on Representation Can Boost Deep Reinforcement Learning
  29 May 2022 0 repositories listed
• Multi-Source Transfer Learning for Deep Model-Based Reinforcement Learning
  28 May 2022 0 repositories listed
• Survival Analysis on Structured Data using Deep Reinforcement Learning
  28 May 2022 0 repositories listed
• Deep Reinforcement Learning for Distributed and Uncoordinated Cognitive Radios Resource Allocation
  27 May 2022 0 repositories listed
• Double Deep Q Networks for Sensor Management in Space Situational Awareness
  27 May 2022 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.