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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 128 of 152: papers 12,701 to 12,800 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.

• MANGA: Method Agnostic Neural-policy Generalization and Adaptation
  19 Nov 2019 0 repositories listed
• Placement Optimization of Aerial Base Stations with Deep Reinforcement Learning
  19 Nov 2019 0 repositories listed
• Variance Reduced Advantage Estimation with δ Hindsight Credit Assignment
  19 Nov 2019 0 repositories listed
• Comments on the Du-Kakade-Wang-Yang Lower Bounds
  18 Nov 2019 0 repositories listed
• Efficient Exploration through Intrinsic Motivation Learning for Unsupervised Subgoal Discovery in Model-Free Hierarchical Reinforcement Learning
  18 Nov 2019 0 repositories listed
• Inducing Cooperation via Team Regret Minimization based Multi-Agent Deep Reinforcement Learning
  18 Nov 2019 0 repositories listed
• Unsupervised Reinforcement Learning of Transferable Meta-Skills for Embodied Navigation
  18 Nov 2019 0 repositories listed
• Hebbian Synaptic Modifications in Spiking Neurons that Learn
  17 Nov 2019 0 repositories listed
• Generalized Maximum Causal Entropy for Inverse Reinforcement Learning
  16 Nov 2019 0 repositories listed
• Inverse Reinforcement Learning with Missing Data
  16 Nov 2019 0 repositories listed
• Off-Policy Policy Gradient Algorithms by Constraining the State Distribution Shift
  16 Nov 2019 0 repositories listed
• Reinforcement Learning from Imperfect Demonstrations under Soft Expert Guidance
  16 Nov 2019 0 repositories listed
• Data-efficient Co-Adaptation of Morphology and Behaviour with Deep Reinforcement Learning
  15 Nov 2019 0 repositories listed
• Improved Exploration through Latent Trajectory Optimization in Deep Deterministic Policy Gradient
  15 Nov 2019 0 repositories listed
• A Reduction from Reinforcement Learning to No-Regret Online Learning
  14 Nov 2019 0 repositories listed
• Gamifying the Vehicle Routing Problem with Stochastic Requests
  14 Nov 2019 0 repositories listed
• Deep Reinforcement Learning for Adaptive Traffic Signal Control
  14 Nov 2019 0 repositories listed
• Asymptotics of Reinforcement Learning with Neural Networks
  13 Nov 2019 0 repositories listed
• Buffer-aware Wireless Scheduling based on Deep Reinforcement Learning
  13 Nov 2019 0 repositories listed
• Kinematic State Abstraction and Provably Efficient Rich-Observation Reinforcement Learning
  13 Nov 2019 0 repositories listed
• Learning to Communicate in Multi-Agent Reinforcement Learning : A Review
  13 Nov 2019 0 repositories listed
• Reinforcement Learning-Driven Test Generation for Android GUI Applications using Formal Specifications
  13 Nov 2019 0 repositories listed
• Accelerating Training in Pommerman with Imitation and Reinforcement Learning
  12 Nov 2019 0 repositories listed
• Efficient Planning under Partial Observability with Unnormalized Q Functions and Spectral Learning
  12 Nov 2019 0 repositories listed
• MSDF: A Deep Reinforcement Learning Framework for Service Function Chain Migration
  12 Nov 2019 0 repositories listed
• One-shot learning and behavioral eligibility traces in sequential decision making
  12 Nov 2019 0 repositories listed
• Schedule Earth Observation satellites with Deep Reinforcement Learning
  12 Nov 2019 0 repositories listed
• Context-aware Active Multi-Step Reinforcement Learning
  11 Nov 2019 0 repositories listed
• Learning to Order Sub-questions for Complex Question Answering
  11 Nov 2019 0 repositories listed
• Reinforcement-Learning-Based Variational Quantum Circuits Optimization for Combinatorial Problems
  11 Nov 2019 0 repositories listed
• Deep Reinforcement Learning Based Dynamic Trajectory Control for UAV-assisted Mobile Edge Computing
  10 Nov 2019 0 repositories listed
• Minimalistic Attacks: How Little it Takes to Fool a Deep Reinforcement Learning Policy
  10 Nov 2019 0 repositories listed
• Value-Added Chemical Discovery Using Reinforcement Learning
  10 Nov 2019 0 repositories listed
• Hierarchical Reinforcement Learning Method for Autonomous Vehicle Behavior Planning
  9 Nov 2019 0 repositories listed
• Worst Cases Policy Gradients
  9 Nov 2019 0 repositories listed
• Fully Bayesian Recurrent Neural Networks for Safe Reinforcement Learning
  8 Nov 2019 0 repositories listed
• Option Compatible Reward Inverse Reinforcement Learning
  7 Nov 2019 0 repositories listed
• Distributional Reward Decomposition for Reinforcement Learning
  6 Nov 2019 0 repositories listed
• Experience Sharing Between Cooperative Reinforcement Learning Agents
  6 Nov 2019 0 repositories listed
• MBCAL: Sample Efficient and Variance Reduced Reinforcement Learning for Recommender Systems
  6 Nov 2019 0 repositories listed
• Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology Reports
  6 Nov 2019 0 repositories listed
• DeepRacer: Educational Autonomous Racing Platform for Experimentation with Sim2Real Reinforcement Learning
  5 Nov 2019 0 repositories listed
• Quinoa: a Q-function You Infer Normalized Over Actions
  5 Nov 2019 0 repositories listed
• Robo-advising: Learning Investors' Risk Preferences via Portfolio Choices
  5 Nov 2019 0 repositories listed
• An End-to-End Deep RL Framework for Task Arrangement in Crowdsourcing Platforms
  4 Nov 2019 0 repositories listed
• Robotic Tracking Control with Kernel Trick-based Reinforcement Learning
  4 Nov 2019 0 repositories listed
• Maximum Entropy Diverse Exploration: Disentangling Maximum Entropy Reinforcement Learning
  3 Nov 2019 0 repositories listed
• Non-Cooperative Inverse Reinforcement Learning
  3 Nov 2019 0 repositories listed
• Online Robustness Training for Deep Reinforcement Learning
  3 Nov 2019 0 repositories listed
• Problem Dependent Reinforcement Learning Bounds Which Can Identify Bandit Structure in MDPs
  3 Nov 2019 0 repositories listed
• A2: Extracting Cyclic Switchings from DOB-nets for Rejecting Excessive Disturbances
  1 Nov 2019 0 repositories listed
• Answer-Supervised Question Reformulation for Enhancing Conversational Machine Comprehension
  1 Nov 2019 0 repositories listed
• Deep Reinforcement Learning-based Text Anonymization against Private-Attribute Inference
  1 Nov 2019 0 repositories listed
• DIVINE: A Generative Adversarial Imitation Learning Framework for Knowledge Graph Reasoning
  1 Nov 2019 0 repositories listed
• Exploring Diverse Expressions for Paraphrase Generation
  1 Nov 2019 0 repositories listed
• Generating Formality-Tuned Summaries Using Input-Dependent Rewards
  1 Nov 2019 0 repositories listed
• Incorporating Graph Attention Mechanism into Knowledge Graph Reasoning Based on Deep Reinforcement Learning
  1 Nov 2019 0 repositories listed
• Learning the Extraction Order of Multiple Relational Facts in a Sentence with Reinforcement Learning
  1 Nov 2019 0 repositories listed
• Neural Topic Model with Reinforcement Learning
  1 Nov 2019 0 repositories listed
• Situated GAIL: Multitask imitation using task-conditioned adversarial inverse reinforcement learning
  1 Nov 2019 0 repositories listed
• DeepLine: AutoML Tool for Pipelines Generation using Deep Reinforcement Learning and Hierarchical Actions Filtering
  31 Oct 2019 0 repositories listed
• Hierarchical Expert Networks for Meta-Learning
  31 Oct 2019 0 repositories listed
• RLINK: Deep Reinforcement Learning for User Identity Linkage
  31 Oct 2019 0 repositories listed
• VASE: Variational Assorted Surprise Exploration for Reinforcement Learning
  31 Oct 2019 0 repositories listed
• A Distributed Model-Free Algorithm for Multi-hop Ride-sharing using Deep Reinforcement Learning
  30 Oct 2019 0 repositories listed
• DADI: Dynamic Discovery of Fair Information with Adversarial Reinforcement Learning
  30 Oct 2019 0 repositories listed
• Learning Algorithmic Solutions to Symbolic Planning Tasks with a Neural Computer Architecture
  30 Oct 2019 0 repositories listed
• RBED: Reward Based Epsilon Decay
  30 Oct 2019 0 repositories listed
• Deep Decentralized Reinforcement Learning for Cooperative Control
  29 Oct 2019 0 repositories listed
• Overcoming Catastrophic Interference in Online Reinforcement Learning with Dynamic Self-Organizing Maps
  29 Oct 2019 0 repositories listed
• Feedback Linearization for Unknown Systems via Reinforcement Learning
  29 Oct 2019 0 repositories listed
• Constrained Reinforcement Learning Has Zero Duality Gap
  29 Oct 2019 0 repositories listed
• Robust Model-free Reinforcement Learning with Multi-objective Bayesian Optimization
  29 Oct 2019 0 repositories listed
• Adaptive Sampling Quasi-Newton Methods for Derivative-Free Stochastic Optimization
  29 Oct 2019 0 repositories listed
• Deep Reinforcement Learning for Distributed Uncoordinated Cognitive Radios Resource Allocation
  29 Oct 2019 0 repositories listed
• Deep reinforcement learning for market making in corporate bonds: beating the curse of dimensionality
  29 Oct 2019 0 repositories listed
• Biomimetic Ultra-Broadband Perfect Absorbers Optimised with Reinforcement Learning
  28 Oct 2019 0 repositories listed
• Certified Adversarial Robustness for Deep Reinforcement Learning
  28 Oct 2019 0 repositories listed
• Minimax Weight and Q-Function Learning for Off-Policy Evaluation
  28 Oct 2019 0 repositories listed
• Model-Free Mean-Field Reinforcement Learning: Mean-Field MDP and Mean-Field Q-Learning
  28 Oct 2019 0 repositories listed
• Neural Architecture Evolution in Deep Reinforcement Learning for Continuous Control
  28 Oct 2019 0 repositories listed
• Reinforcement Learning-Enabled Reliable Wireless Sensor Networks in Dynamic Underground Environments
  26 Oct 2019 0 repositories listed
• MAMPS: Safe Multi-Agent Reinforcement Learning via Model Predictive Shielding
  25 Oct 2019 0 repositories listed
• On the convergence of projective-simulation-based reinforcement learning in Markov decision processes
  25 Oct 2019 0 repositories listed
• Case Study: Verifying the Safety of an Autonomous Racing Car with a Neural Network Controller
  24 Oct 2019 0 repositories listed
• Pre-training in Deep Reinforcement Learning for Automatic Speech Recognition
  24 Oct 2019 0 repositories listed
• Robust Model Predictive Shielding for Safe Reinforcement Learning with Stochastic Dynamics
  24 Oct 2019 0 repositories listed
• Optimizing Percentile Criterion Using Robust MDPs
  23 Oct 2019 0 repositories listed
• Partially Detected Intelligent Traffic Signal Control: Environmental Adaptation
  23 Oct 2019 0 repositories listed
• Sample Complexity of Reinforcement Learning using Linearly Combined Model Ensembles
  23 Oct 2019 0 repositories listed
• Faster and Safer Training by Embedding High-Level Knowledge into Deep Reinforcement Learning
  22 Oct 2019 0 repositories listed
• State2vec: Off-Policy Successor Features Approximators
  22 Oct 2019 0 repositories listed
• Application of Reinforcement Learning for 5G Scheduling Parameter Optimization
  21 Oct 2019 0 repositories listed
• Combining Benefits from Trajectory Optimization and Deep Reinforcement Learning
  21 Oct 2019 0 repositories listed
• Good, Better, Best: Textual Distractors Generation for Multiple-Choice Visual Question Answering via Reinforcement Learning
  21 Oct 2019 0 repositories listed
• Human-Like Decision Making: Document-level Aspect Sentiment Classification via Hierarchical Reinforcement Learning
  21 Oct 2019 0 repositories listed
• IPO: Interior-point Policy Optimization under Constraints
  21 Oct 2019 0 repositories listed
• Modelling Generalized Forces with Reinforcement Learning for Sim-to-Real Transfer
  21 Oct 2019 0 repositories listed
• Momentum in Reinforcement Learning
  21 Oct 2019 0 repositories listed
• Multi-agent Hierarchical Reinforcement Learning with Dynamic Termination
  21 Oct 2019 0 repositories listed