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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 141 of 152: papers 14,001 to 14,100 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.

• Collaborative Deep Reinforcement Learning for Multi-Object Tracking
  1 Sep 2018 0 repositories listed
• Deep Reinforcement Learning with Iterative Shift for Visual Tracking
  1 Sep 2018 0 repositories listed
• Dual-Agent Deep Reinforcement Learning for Deformable Face Tracking
  1 Sep 2018 0 repositories listed
• Goal-Oriented Visual Question Generation via Intermediate Rewards
  1 Sep 2018 0 repositories listed
• Part-Activated Deep Reinforcement Learning for Action Prediction
  1 Sep 2018 0 repositories listed
• Snap Angle Prediction for 360° Panoramas
  1 Sep 2018 0 repositories listed
• Directed Exploration in PAC Model-Free Reinforcement Learning
  31 Aug 2018 0 repositories listed
• Ensemble Sequence Level Training for Multimodal MT: OSU-Baidu WMT18 Multimodal Machine Translation System Report
  31 Aug 2018 0 repositories listed
• A Reinforcement Learning-driven Translation Model for Search-Oriented Conversational Systems
  29 Aug 2018 0 repositories listed
• Learning a Policy for Opportunistic Active Learning
  29 Aug 2018 0 repositories listed
• High-confidence error estimates for learned value functions
  28 Aug 2018 0 repositories listed
• Optimal control of eye-movements during visual search
  28 Aug 2018 0 repositories listed
• NavigationNet: A Large-scale Interactive Indoor Navigation Dataset
  25 Aug 2018 0 repositories listed
• Proximal Policy Optimization and its Dynamic Version for Sequence Generation
  24 Aug 2018 0 repositories listed
• Exploring Shared Structures and Hierarchies for Multiple NLP Tasks
  23 Aug 2018 0 repositories listed
• Playing 20 Question Game with Policy-Based Reinforcement Learning
  23 Aug 2018 0 repositories listed
• Catastrophic Importance of Catastrophic Forgetting
  20 Aug 2018 0 repositories listed
• Goal-oriented Dialogue Policy Learning from Failures
  20 Aug 2018 0 repositories listed
• Source-Critical Reinforcement Learning for Transferring Spoken Language Understanding to a New Language
  19 Aug 2018 0 repositories listed
• Data Poisoning Attacks in Contextual Bandits
  17 Aug 2018 0 repositories listed
• Importance mixing: Improving sample reuse in evolutionary policy search methods
  17 Aug 2018 0 repositories listed
• Reinforcement Learning for Autonomous Defence in Software-Defined Networking
  17 Aug 2018 0 repositories listed
• Incorporating Consistency Verification into Neural Data-to-Document Generation
  15 Aug 2018 0 repositories listed
• Directed Policy Gradient for Safe Reinforcement Learning with Human Advice
  13 Aug 2018 0 repositories listed
• Visual Sensor Network Reconfiguration with Deep Reinforcement Learning
  13 Aug 2018 0 repositories listed
• End-to-end Active Object Tracking and Its Real-world Deployment via Reinforcement Learning
  10 Aug 2018 0 repositories listed
• Policy Optimization as Wasserstein Gradient Flows
  9 Aug 2018 0 repositories listed
• Regret Bounds for Reinforcement Learning via Markov Chain Concentration
  6 Aug 2018 0 repositories listed
• A New Concept of Deep Reinforcement Learning based Augmented General Tagging System
  1 Aug 2018 0 repositories listed
• A Reinforcement Learning Framework for Natural Question Generation using Bi-discriminators
  1 Aug 2018 0 repositories listed
• Interpretable Rationale Augmented Charge Prediction System
  1 Aug 2018 0 repositories listed
• Learning Dexterous In-Hand Manipulation
  1 Aug 2018 0 repositories listed
• Neural Math Word Problem Solver with Reinforcement Learning
  1 Aug 2018 0 repositories listed
• Source Critical Reinforcement Learning for Transferring Spoken Language Understanding to a New Language
  1 Aug 2018 0 repositories listed
• Structured Dialogue Policy with Graph Neural Networks
  1 Aug 2018 0 repositories listed
• Improving Spatiotemporal Self-Supervision by Deep Reinforcement Learning
  30 Jul 2018 0 repositories listed
• Learning to Interrupt: A Hierarchical Deep Reinforcement Learning Framework for Efficient Exploration
  30 Jul 2018 0 repositories listed
• Optimal Tap Setting of Voltage Regulation Transformers Using Batch Reinforcement Learning
  29 Jul 2018 0 repositories listed
• A Reinforcement Learning Approach to Target Tracking in a Camera Network
  26 Jul 2018 0 repositories listed
• Multi-modal Feedback for Affordance-driven Interactive Reinforcement Learning
  26 Jul 2018 0 repositories listed
• Variational Bayesian Reinforcement Learning with Regret Bounds
  25 Jul 2018 0 repositories listed
• A Temporal Difference Reinforcement Learning Theory of Emotion: unifying emotion, cognition and adaptive behavior
  24 Jul 2018 0 repositories listed
• Contrastive Explanations for Reinforcement Learning in terms of Expected Consequences
  23 Jul 2018 0 repositories listed
• Learning to Play Pong using Policy Gradient Learning
  23 Jul 2018 0 repositories listed
• Accelerated Structure-Aware Reinforcement Learning for Delay-Sensitive Energy Harvesting Wireless Sensors
  22 Jul 2018 0 repositories listed
• Asynchronous Advantage Actor-Critic Agent for Starcraft II
  22 Jul 2018 0 repositories listed
• NAVREN-RL: Learning to fly in real environment via end-to-end deep reinforcement learning using monocular images
  22 Jul 2018 0 repositories listed
• FuzzerGym: A Competitive Framework for Fuzzing and Learning
  19 Jul 2018 0 repositories listed
• Self-Organizing Maps as a Storage and Transfer Mechanism in Reinforcement Learning
  19 Jul 2018 0 repositories listed
• Towards Explainable and Controllable Open Domain Dialogue Generation with Dialogue Acts
  19 Jul 2018 0 repositories listed
• News-based trading strategies
  18 Jul 2018 0 repositories listed
• Representational efficiency outweighs action efficiency in human program induction
  18 Jul 2018 0 repositories listed
• Foundations for Restraining Bolts: Reinforcement Learning with LTLf/LDLf restraining specifications
  17 Jul 2018 0 repositories listed
• Discrete linear-complexity reinforcement learning in continuous action spaces for Q-learning algorithms
  16 Jul 2018 0 repositories listed
• Online Robust Policy Learning in the Presence of Unknown Adversaries
  16 Jul 2018 0 repositories listed
• Safe Reinforcement Learning via Probabilistic Shields
  16 Jul 2018 0 repositories listed
• Toward Interpretable Deep Reinforcement Learning with Linear Model U-Trees
  16 Jul 2018 0 repositories listed
• Exploring Hierarchy-Aware Inverse Reinforcement Learning
  13 Jul 2018 0 repositories listed
• An Affective Robot Companion for Assisting the Elderly in a Cognitive Game Scenario
  12 Jul 2018 0 repositories listed
• The Bottleneck Simulator: A Model-based Deep Reinforcement Learning Approach
  12 Jul 2018 0 repositories listed
• Will it Blend? Composing Value Functions in Reinforcement Learning
  12 Jul 2018 0 repositories listed
• CIRL: Controllable Imitative Reinforcement Learning for Vision-based Self-driving
  10 Jul 2018 0 repositories listed
• Partial Policy-based Reinforcement Learning for Anatomical Landmark Localization in 3D Medical Images
  9 Jul 2018 0 repositories listed
• Video Summarisation by Classification with Deep Reinforcement Learning
  9 Jul 2018 0 repositories listed
• Auto Deep Compression by Reinforcement Learning Based Actor-Critic Structure
  8 Jul 2018 0 repositories listed
• End-to-End Race Driving with Deep Reinforcement Learning
  6 Jul 2018 0 repositories listed
• Variance Reduction for Reinforcement Learning in Input-Driven Environments
  6 Jul 2018 0 repositories listed
• Arcades: A deep model for adaptive decision making in voice controlled smart-home
  5 Jul 2018 0 repositories listed
• Deep Reinforcement Learning for Doom using Unsupervised Auxiliary Tasks
  5 Jul 2018 0 repositories listed
• Goal-oriented Trajectories for Efficient Exploration
  5 Jul 2018 0 repositories listed
• Using Reinforcement Learning with Partial Vehicle Detection for Intelligent Traffic Signal Control
  4 Jul 2018 0 repositories listed
• Region Growing Curriculum Generation for Reinforcement Learning
  4 Jul 2018 0 repositories listed
• Supervised Reinforcement Learning with Recurrent Neural Network for Dynamic Treatment Recommendation
  4 Jul 2018 0 repositories listed
• Transfer with Model Features in Reinforcement Learning
  4 Jul 2018 0 repositories listed
• Human-level performance in first-person multiplayer games with population-based deep reinforcement learning
  3 Jul 2018 0 repositories listed
• A Language Model based Evaluator for Sentence Compression
  1 Jul 2018 0 repositories listed
• A Reinforcement Learning Neural Network for Robotic Manipulator Control
  1 Jul 2018 0 repositories listed
• Beyond the One-Step Greedy Approach in Reinforcement Learning
  1 Jul 2018 0 repositories listed
• Beyond Winning and Losing: Modeling Human Motivations and Behaviors Using Inverse Reinforcement Learning
  1 Jul 2018 0 repositories listed
• Deep Reinforcement Learning for NLP
  1 Jul 2018 0 repositories listed
• Feudal Dialogue Management with Jointly Learned Feature Extractors
  1 Jul 2018 0 repositories listed
• Learning Hierarchical Structures On-The-Fly with a Recurrent-Recursive Model for Sequences
  1 Jul 2018 0 repositories listed
• Learning to Act in Decentralized Partially Observable MDPs
  1 Jul 2018 0 repositories listed
• Learning to Explore via Meta-Policy Gradient
  1 Jul 2018 0 repositories listed
• Mix & Match - Agent Curricula for Reinforcement Learning
  1 Jul 2018 0 repositories listed
• Policy and Value Transfer in Lifelong Reinforcement Learning
  1 Jul 2018 0 repositories listed
• Policy Optimization with Demonstrations
  1 Jul 2018 0 repositories listed
• Spotlight: Optimizing Device Placement for Training Deep Neural Networks
  1 Jul 2018 0 repositories listed
• State Abstractions for Lifelong Reinforcement Learning
  1 Jul 2018 0 repositories listed
• Towards Mixed Optimization for Reinforcement Learning with Program Synthesis
  1 Jul 2018 0 repositories listed
• Understanding and Simplifying One-Shot Architecture Search
  1 Jul 2018 0 repositories listed
• Hierarchical Reinforcement Learning with Abductive Planning
  28 Jun 2018 0 repositories listed
• MONAS: Multi-Objective Neural Architecture Search using Reinforcement Learning
  27 Jun 2018 0 repositories listed
• Deep Generative Models with Learnable Knowledge Constraints
  26 Jun 2018 0 repositories listed
• Multi-agent Inverse Reinforcement Learning for Certain General-sum Stochastic Games
  26 Jun 2018 0 repositories listed
• Deep Reinforcement Learning: An Overview
  23 Jun 2018 0 repositories listed
• Human-Interactive Subgoal Supervision for Efficient Inverse Reinforcement Learning
  22 Jun 2018 0 repositories listed
• Many-Goals Reinforcement Learning
  22 Jun 2018 0 repositories listed
• A New Approach for Resource Scheduling with Deep Reinforcement Learning
  21 Jun 2018 0 repositories listed
• A Dissection of Overfitting and Generalization in Continuous Reinforcement Learning
  20 Jun 2018 0 repositories listed