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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 137 of 152: papers 13,601 to 13,700 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.

• Reinforcement Learning based Curriculum Optimization for Neural Machine Translation
  28 Feb 2019 0 repositories listed
• Deep Reinforcement Learning for Adaptive Caching in Hierarchical Content Delivery Networks
  27 Feb 2019 0 repositories listed
• Distributed Edge Caching via Reinforcement Learning in Fog Radio Access Networks
  27 Feb 2019 0 repositories listed
• Introspection Learning
  27 Feb 2019 0 repositories listed
• Neural Packet Classification
  27 Feb 2019 0 repositories listed
• Unifying Ensemble Methods for Q-learning via Social Choice Theory
  27 Feb 2019 0 repositories listed
• Can Meta-Interpretive Learning outperform Deep Reinforcement Learning of Evaluable Game strategies?
  26 Feb 2019 0 repositories listed
• Planning in Hierarchical Reinforcement Learning: Guarantees for Using Local Policies
  26 Feb 2019 0 repositories listed
• Understanding Agent Incentives using Causal Influence Diagrams. Part I: Single Action Settings
  26 Feb 2019 0 repositories listed
• Learning When Not to Answer: A Ternary Reward Structure for Reinforcement Learning based Question Answering
  26 Feb 2019 0 repositories listed
• Adversarial Reinforcement Learning under Partial Observability in Autonomous Computer Network Defence
  25 Feb 2019 0 repositories listed
• Learning Extreme Hummingbird Maneuvers on Flapping Wing Robots
  25 Feb 2019 0 repositories listed
• Long-Range Indoor Navigation with PRM-RL
  25 Feb 2019 0 repositories listed
• S-TRIGGER: Continual State Representation Learning via Self-Triggered Generative Replay
  25 Feb 2019 0 repositories listed
• Aggregating E-commerce Search Results from Heterogeneous Sources via Hierarchical Reinforcement Learning
  24 Feb 2019 0 repositories listed
• Distributionally Robust Reinforcement Learning
  23 Feb 2019 0 repositories listed
• Generative Memory for Lifelong Reinforcement Learning
  22 Feb 2019 0 repositories listed
• Learning Deterministic Policy with Target for Power Control in Wireless Networks
  21 Feb 2019 0 repositories listed
• Statistics and Samples in Distributional Reinforcement Learning
  21 Feb 2019 0 repositories listed
• Curiosity-Driven Experience Prioritization via Density Estimation
  20 Feb 2019 0 repositories listed
• From Language to Goals: Inverse Reinforcement Learning for Vision-Based Instruction Following
  20 Feb 2019 0 repositories listed
• A novel repetition normalized adversarial reward for headline generation
  19 Feb 2019 0 repositories listed
• Emergent Coordination Through Competition
  19 Feb 2019 0 repositories listed
• Investigating Generalisation in Continuous Deep Reinforcement Learning
  19 Feb 2019 0 repositories listed
• Message-Dropout: An Efficient Training Method for Multi-Agent Deep Reinforcement Learning
  18 Feb 2019 0 repositories listed
• Parenting: Safe Reinforcement Learning from Human Input
  18 Feb 2019 0 repositories listed
• A new Potential-Based Reward Shaping for Reinforcement Learning Agent
  17 Feb 2019 0 repositories listed
• Leveraging Communication Topologies Between Learning Agents in Deep Reinforcement Learning
  16 Feb 2019 0 repositories listed
• Asynchronous Coagent Networks
  15 Feb 2019 0 repositories listed
• Deep Reinforcement Learning Based High-level Driving Behavior Decision-making Model in Heterogeneous Traffic
  15 Feb 2019 0 repositories listed
• Robust Reinforcement Learning in POMDPs with Incomplete and Noisy Observations
  15 Feb 2019 0 repositories listed
• Active Perception in Adversarial Scenarios using Maximum Entropy Deep Reinforcement Learning
  14 Feb 2019 0 repositories listed
• Reinforcement Learning for UA V Attitude Control
  13 Feb 2019 0 repositories listed
• Reinforcement Learning to Optimize Long-term User Engagement in Recommender Systems
  13 Feb 2019 0 repositories listed
• ACTRCE: Augmenting Experience via Teacher's Advice For Multi-Goal Reinforcement Learning
  12 Feb 2019 0 repositories listed
• Deep Reinforcement Learning from Policy-Dependent Human Feedback
  12 Feb 2019 0 repositories listed
• Latent Space Reinforcement Learning for Steering Angle Prediction
  11 Feb 2019 0 repositories listed
• Whole-Chain Recommendations
  11 Feb 2019 0 repositories listed
• Performance Dynamics and Termination Errors in Reinforcement Learning: A Unifying Perspective
  11 Feb 2019 0 repositories listed
• Stochastic Reinforcement Learning
  11 Feb 2019 0 repositories listed
• WiseMove: A Framework for Safe Deep Reinforcement Learning for Autonomous Driving
  11 Feb 2019 0 repositories listed
• A Bandit Framework for Optimal Selection of Reinforcement Learning Agents
  10 Feb 2019 0 repositories listed
• Distributional reinforcement learning with linear function approximation
  8 Feb 2019 0 repositories listed
• Rethinking the Discount Factor in Reinforcement Learning: A Decision Theoretic Approach
  8 Feb 2019 0 repositories listed
• Metaoptimization on a Distributed System for Deep Reinforcement Learning
  7 Feb 2019 0 repositories listed
• Visual search and recognition for robot task execution and monitoring
  7 Feb 2019 0 repositories listed
• A Guiding Principle for Causal Decision Problems
  6 Feb 2019 0 repositories listed
• Decentralized Multi-Agents by Imitation of a Centralized Controller
  6 Feb 2019 0 repositories listed
• Neural Fictitious Self-Play on ELF Mini-RTS
  6 Feb 2019 0 repositories listed
• Space Navigator: a Tool for the Optimization of Collision Avoidance Maneuvers
  6 Feb 2019 0 repositories listed
• On L₂-consistency of nearest neighbor matching
  6 Feb 2019 0 repositories listed
• Adaptive Stress Testing for Autonomous Vehicles
  5 Feb 2019 0 repositories listed
• AlphaStar: An Evolutionary Computation Perspective
  5 Feb 2019 0 repositories listed
• Interactively shaping robot behaviour with unlabeled human instructions
  5 Feb 2019 0 repositories listed
• Polyphonic Music Composition with LSTM Neural Networks and Reinforcement Learning
  5 Feb 2019 0 repositories listed
• Reinforcement Learning for Optimal Load Distribution Sequencing in Resource-Sharing System
  5 Feb 2019 0 repositories listed
• Total stochastic gradient algorithms and applications in reinforcement learning
  5 Feb 2019 0 repositories listed
• Value-aware Recommendation based on Reinforced Profit Maximization in E-commerce Systems
  3 Feb 2019 0 repositories listed
• Learning User Preferences via Reinforcement Learning with Spatial Interface Valuing
  2 Feb 2019 0 repositories listed
• Non-asymptotic Analysis of Biased Stochastic Approximation Scheme
  2 Feb 2019 0 repositories listed
• When Collaborative Filtering Meets Reinforcement Learning
  2 Feb 2019 0 repositories listed
• Competitive Experience Replay
  1 Feb 2019 0 repositories listed
• Joint Entity Linking with Deep Reinforcement Learning
  1 Feb 2019 0 repositories listed
• Learning Action Representations for Reinforcement Learning
  1 Feb 2019 0 repositories listed
• Privacy Preserving Off-Policy Evaluation
  1 Feb 2019 0 repositories listed
• Visual Rationalizations in Deep Reinforcement Learning for Atari Games
  1 Feb 2019 0 repositories listed
• A Geometric Perspective on Optimal Representations for Reinforcement Learning
  31 Jan 2019 0 repositories listed
• An Optimization Framework for Task Sequencing in Curriculum Learning
  31 Jan 2019 0 repositories listed
• Successor Features Combine Elements of Model-Free and Model-based Reinforcement Learning
  31 Jan 2019 0 repositories listed
• The Value Function Polytope in Reinforcement Learning
  31 Jan 2019 0 repositories listed
• Tsallis Reinforcement Learning: A Unified Framework for Maximum Entropy Reinforcement Learning
  31 Jan 2019 0 repositories listed
• A Comparative Analysis of Expected and Distributional Reinforcement Learning
  30 Jan 2019 0 repositories listed
• Probability Functional Descent: A Unifying Perspective on GANs, Variational Inference, and Reinforcement Learning
  30 Jan 2019 0 repositories listed
• Transfer in Deep Reinforcement Learning Using Successor Features and Generalised Policy Improvement
  30 Jan 2019 0 repositories listed
• A Regulation Enforcement Solution for Multi-agent Reinforcement Learning
  29 Jan 2019 0 repositories listed
• Multi-Agent Reinforcement Learning with Multi-Step Generative Models
  29 Jan 2019 0 repositories listed
• CLIC: Curriculum Learning and Imitation for object Control in non-rewarding environments
  28 Jan 2019 0 repositories listed
• Designing a Multi-Objective Reward Function for Creating Teams of Robotic Bodyguards Using Deep Reinforcement Learning
  28 Jan 2019 0 repositories listed
• Off-Policy Deep Reinforcement Learning by Bootstrapping the Covariate Shift
  27 Jan 2019 0 repositories listed
• Reward Shaping via Meta-Learning
  27 Jan 2019 0 repositories listed
• Value Propagation for Decentralized Networked Deep Multi-agent Reinforcement Learning
  27 Jan 2019 0 repositories listed
• Probabilistic Recursive Reasoning for Multi-Agent Reinforcement Learning
  26 Jan 2019 0 repositories listed
• Model-based Deep Reinforcement Learning for Dynamic Portfolio Optimization
  25 Jan 2019 0 repositories listed
• Federated Deep Reinforcement Learning
  24 Jan 2019 0 repositories listed
• Feudal Multi-Agent Hierarchies for Cooperative Reinforcement Learning
  24 Jan 2019 0 repositories listed
• Sample Complexity of Estimating the Policy Gradient for Nearly Deterministic Dynamical Systems
  24 Jan 2019 0 repositories listed
• Distillation Strategies for Proximal Policy Optimization
  23 Jan 2019 0 repositories listed
• Hierarchical Reinforcement Learning for Multi-agent MOBA Game
  23 Jan 2019 0 repositories listed
• Phonetic-enriched Text Representation for Chinese Sentiment Analysis with Reinforcement Learning
  23 Jan 2019 0 repositories listed
• Reinforcement Learning of Markov Decision Processes with Peak Constraints
  23 Jan 2019 0 repositories listed
• Robust Recovery Controller for a Quadrupedal Robot using Deep Reinforcement Learning
  22 Jan 2019 0 repositories listed
• Towards Learning to Imitate from a Single Video Demonstration
  22 Jan 2019 0 repositories listed
• A Short Survey on Probabilistic Reinforcement Learning
  21 Jan 2019 0 repositories listed
• Lifelong Federated Reinforcement Learning: A Learning Architecture for Navigation in Cloud Robotic Systems
  19 Jan 2019 0 repositories listed
• Towards Physically Safe Reinforcement Learning under Supervision
  19 Jan 2019 0 repositories listed
• Multi-agent Reinforcement Learning Embedded Game for the Optimization of Building Energy Control and Power System Planning
  17 Jan 2019 0 repositories listed
• Evolutionarily-Curated Curriculum Learning for Deep Reinforcement Learning Agents
  16 Jan 2019 0 repositories listed
• Representation Learning on Graphs: A Reinforcement Learning Application
  16 Jan 2019 0 repositories listed
• Comparing Knowledge-based Reinforcement Learning to Neural Networks in a Strategy Game
  15 Jan 2019 0 repositories listed
• Improving Sepsis Treatment Strategies by Combining Deep and Kernel-Based Reinforcement Learning
  15 Jan 2019 0 repositories listed