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Reinforcement Learning (RL)

Papers archive 2025-07-28

archive papers tagged: 15,113 · with a code link: 4,749 · where Syntology ran a sample: 1,416 (1,186 with a run with no instrument failure, 230 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (1,416 of 15,113 tagged: 1,186 with a run with no instrument failure, 230 where every run was a failure of Syntology's instrument)

Page 98 of 152: papers 9,701 to 9,800 of 15,113, 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.

• Distributional Reinforcement Learning with Monotonic Splines
  29 Sep 2021 0 repositories listed
• DSDF: Coordinated look-ahead strategy in stochastic multi-agent reinforcement learning
  29 Sep 2021 0 repositories listed
• EAT-C: Environment-Adversarial sub-Task Curriculum for Efficient Reinforcement Learning
  29 Sep 2021 0 repositories listed
• Effects of Conservatism on Offline Learning
  29 Sep 2021 0 repositories listed
• Efficient Reinforcement Learning Experimentation in PyTorch
  29 Sep 2021 0 repositories listed
• Efficient Wasserstein and Sinkhorn Policy Optimization
  29 Sep 2021 0 repositories listed
• EqR: Equivariant Representations for Data-Efficient Reinforcement Learning
  29 Sep 2021 0 repositories listed
• Evaluating Robustness of Cooperative MARL
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• Evolution Strategies as an Alternate Learning method for Hierarchical Reinforcement Learning
  29 Sep 2021 0 repositories listed
• Evolutionary Diversity Optimization with Clustering-based Selection for Reinforcement Learning
  29 Sep 2021 0 repositories listed
• Experience Replay More When It's a Key Transition in Deep Reinforcement Learning
  29 Sep 2021 0 repositories listed
• Exploring the Robustness of Distributional Reinforcement Learning against Noisy State Observations
  29 Sep 2021 0 repositories listed
• Faster Reinforcement Learning with Value Target Lower Bounding
  29 Sep 2021 0 repositories listed
• Finite-Time Convergence and Sample Complexity of Multi-Agent Actor-Critic Reinforcement Learning with Average Reward
  29 Sep 2021 0 repositories listed
• Formulation and validation of a car-following model based on deep reinforcement learning
  29 Sep 2021 0 repositories listed
• Fully Decentralized Model-based Policy Optimization with Networked Agents
  29 Sep 2021 0 repositories listed
• Generalisation in Lifelong Reinforcement Learning through Logical Composition
  29 Sep 2021 0 repositories listed
• Generalized Maximum Entropy Reinforcement Learning via Reward Shaping
  29 Sep 2021 0 repositories listed
• Generalizing Successor Features to continuous domains for Multi-task Learning
  29 Sep 2021 0 repositories listed
• Graph-Enhanced Exploration for Goal-oriented Reinforcement Learning
  29 Sep 2021 0 repositories listed
• Greedy-based Value Representation for Efficient Coordination in Multi-agent Reinforcement Learning
  29 Sep 2021 0 repositories listed
• Hypothesis Driven Coordinate Ascent for Reinforcement Learning
  29 Sep 2021 0 repositories listed
• IA-MARL: Imputation Assisted Multi-Agent Reinforcement Learning for Missing Training Data
  29 Sep 2021 0 repositories listed
• Improving Safety in Deep Reinforcement Learning using Unsupervised Action Planning
  29 Sep 2021 0 repositories listed
• Information-Bottleneck-Based Behavior Representation Learning for Multi-agent Reinforcement learning
  29 Sep 2021 0 repositories listed
• Interpreting Reinforcement Policies through Local Behaviors
  29 Sep 2021 0 repositories listed
• Joint Self-Supervised Learning for Vision-based Reinforcement Learning
  29 Sep 2021 0 repositories listed
• Learning Controllable Elements Oriented Representations for Reinforcement Learning
  29 Sep 2021 0 repositories listed
• Learning Invariant Reward Functions through Trajectory Interventions
  29 Sep 2021 0 repositories listed
• Learning Pseudometric-based Action Representations for Offline Reinforcement Learning
  29 Sep 2021 0 repositories listed
• Learning to Solve Combinatorial Problems via Efficient Exploration
  29 Sep 2021 0 repositories listed
• Learning When and What to Ask: a Hierarchical Reinforcement Learning Framework
  29 Sep 2021 0 repositories listed
• LPMARL: Linear Programming based Implicit Task Assigment for Hiearchical Multi-Agent Reinforcement Learning
  29 Sep 2021 0 repositories listed
• MARNET: Backdoor Attacks against Value-Decomposition Multi-Agent Reinforcement Learning
  29 Sep 2021 0 repositories listed
• Maximizing Ensemble Diversity in Deep Reinforcement Learning
  29 Sep 2021 0 repositories listed
• Meta Attention For Off-Policy Actor-Critic
  29 Sep 2021 0 repositories listed
• Metrics Matter: A Closer Look on Self-Paced Reinforcement Learning
  29 Sep 2021 0 repositories listed
• Mitigation of Adversarial Policy Imitation via Constrained Randomization of Policy (CRoP)
  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
• Multi-Agent Reinforcement Learning with Shared Resource in Inventory Management
  29 Sep 2021 0 repositories listed
• Multi-batch Reinforcement Learning via Sample Transfer and Imitation Learning
  29 Sep 2021 0 repositories listed
• MURO: Deployment Constrained Reinforcement Learning with Model-based Uncertainty Regularized Batch Optimization
  29 Sep 2021 0 repositories listed
• Nested Policy Reinforcement Learning for Clinical Decision Support
  29 Sep 2021 0 repositories listed
• Neural Combinatorial Optimization with Reinforcement Learning : Solving theVehicle Routing Problem with Time Windows
  29 Sep 2021 0 repositories listed
• Offline-Online Reinforcement Learning: Extending Batch and Online RL
  29 Sep 2021 0 repositories listed
• Offline Pre-trained Multi-Agent Decision Transformer
  29 Sep 2021 0 repositories listed
• Offline Reinforcement Learning for Large Scale Language Action Spaces
  29 Sep 2021 0 repositories listed
• Offline Reinforcement Learning with Resource Constrained Online Deployment
  29 Sep 2021 0 repositories listed
• On Reward Maximization and Distribution Matching for Fine-Tuning Language Models
  29 Sep 2021 0 repositories listed
• On the benefits of deep RL in accelerated MRI sampling
  29 Sep 2021 0 repositories listed
• Online Robust Reinforcement Learning with Model Uncertainty
  29 Sep 2021 0 repositories listed
• Online Tuning for Offline Decentralized Multi-Agent Reinforcement Learning
  29 Sep 2021 0 repositories listed
• OVD-Explorer: A General Information-theoretic Exploration Approach for Reinforcement Learning
  29 Sep 2021 0 repositories listed
• P4O: Efficient Deep Reinforcement Learning with Predictive Processing Proximal Policy Optimization
  29 Sep 2021 0 repositories listed
• Pareto Policy Adaptation
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• Pareto Policy Pool for Model-based Offline Reinforcement Learning
  29 Sep 2021 0 repositories listed
• Particle Based Stochastic Policy Optimization
  29 Sep 2021 0 repositories listed
• PDQN - A Deep Reinforcement Learning Method for Planning with Long Delays: Optimization of Manufacturing Dispatching
  29 Sep 2021 0 repositories listed
• Plan Your Target and Learn Your Skills: State-Only Imitation Learning via Decoupled Policy Optimization
  29 Sep 2021 0 repositories listed
• Polyphonic Music Composition: An Adversarial Inverse Reinforcement Learning Approach
  29 Sep 2021 0 repositories listed
• Pretraining for Language Conditioned Imitation with Transformers
  29 Sep 2021 0 repositories listed
• Programmatic Reinforcement Learning without Oracles
  29 Sep 2021 0 repositories listed
• Provably Filtering Exogenous Distractors using Multistep Inverse Dynamics
  29 Sep 2021 0 repositories listed
• Reachability Traces for Curriculum Design in Reinforcement Learning
  29 Sep 2021 0 repositories listed
• Reasoning With Hierarchical Symbols: Reclaiming Symbolic Policies For Visual Reinforcement Learning
  29 Sep 2021 0 repositories listed
• Reinforcement Learning State Estimation for High-Dimensional Nonlinear Systems
  29 Sep 2021 0 repositories listed
• Reinforcement Learning under a Multi-agent Predictive State Representation Model: Method and Theory
  29 Sep 2021 0 repositories listed
• Reinforcement Learning with Ex-Post Max-Min Fairness
  29 Sep 2021 0 repositories listed
• Reinforcement Learning with Predictive Consistent Representations
  29 Sep 2021 0 repositories listed
• Research on fusion algorithm of multi-attribute decision making and reinforcement learning based on intuitionistic fuzzy number in wargame environment
  29 Sep 2021 0 repositories listed
• Resmax: An Alternative Soft-Greedy Operator for Reinforcement Learning
  29 Sep 2021 0 repositories listed
• Rethinking Pareto Approaches in Constrained Reinforcement Learning
  29 Sep 2021 0 repositories listed
• Revisiting the Monotonicity Constraint in Cooperative Multi-Agent Reinforcement Learning
  29 Sep 2021 0 repositories listed
• Rewardless Open-Ended Learning (ROEL)
  29 Sep 2021 0 repositories listed
• Safe Exploration in Linear Equality Constraint
  29 Sep 2021 0 repositories listed
• SAFER: Data-Efficient and Safe Reinforcement Learning Through Skill Acquisition
  29 Sep 2021 0 repositories listed
• δ²-exploration for Reinforcement Learning
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• Selective Token Generation for Few-shot Language Modeling
  29 Sep 2021 0 repositories listed
• Self-Supervised Structured Representations for Deep Reinforcement Learning
  29 Sep 2021 0 repositories listed
• Semi-supervised Offline Reinforcement Learning with Pre-trained Decision Transformers
  29 Sep 2021 0 repositories listed
• Sequential Communication in Multi-Agent Reinforcement Learning
  29 Sep 2021 0 repositories listed
• Should I Run Offline Reinforcement Learning or Behavioral Cloning?
  29 Sep 2021 0 repositories listed
• SPP-RL: State Planning Policy Reinforcement Learning
  29 Sep 2021 0 repositories listed
• Stability and Generalisation in Batch Reinforcement Learning
  29 Sep 2021 0 repositories listed
• State-Action Joint Regularized Implicit Policy for Offline Reinforcement Learning
  29 Sep 2021 0 repositories listed
• Structure-Aware Transformer Policy for Inhomogeneous Multi-Task Reinforcement Learning
  29 Sep 2021 0 repositories listed
• Superior Performance with Diversified Strategic Control in FPS Games Using General Reinforcement Learning
  29 Sep 2021 0 repositories listed
• Targeted Environment Design from Offline Data
  29 Sep 2021 0 repositories listed
• Task-driven Discovery of Perceptual Schemas for Generalization in Reinforcement Learning
  29 Sep 2021 0 repositories listed
• Text Generation with Efficient (Soft) Q-Learning
  29 Sep 2021 0 repositories listed
• That Escalated Quickly: Compounding Complexity by Editing Levels at the Frontier of Agent Capabilities
  29 Sep 2021 0 repositories listed
• The Essential Elements of Offline RL via Supervised Learning
  29 Sep 2021 0 repositories listed
• The guide and the explorer: smart agents for resource-limited iterated batch reinforcement learning
  29 Sep 2021 0 repositories listed
• The Remarkable Effectiveness of Combining Policy and Value Networks in A*-based Deep RL for AI Planning
  29 Sep 2021 0 repositories listed
• Theoretical understanding of adversarial reinforcement learning via mean-field optimal control
  29 Sep 2021 0 repositories listed
• Towards Understanding Distributional Reinforcement Learning: Regularization, Optimization, Acceleration and Sinkhorn Algorithm
  29 Sep 2021 0 repositories listed
• Towards Unknown-aware Deep Q-Learning
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• Transformers are Meta-Reinforcement Learners
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• Triangular Dropout: Variable Network Width without Retraining
  29 Sep 2021 0 repositories listed