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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 145 of 152: papers 14,401 to 14,500 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.

• Pseudorehearsal in actor-critic agents with neural network function approximation
  20 Dec 2017 0 repositories listed
• Recurrent Attentional Reinforcement Learning for Multi-label Image Recognition
  20 Dec 2017 0 repositories listed
• Revisiting the Master-Slave Architecture in Multi-Agent Deep Reinforcement Learning
  20 Dec 2017 0 repositories listed
• On Wasserstein Reinforcement Learning and the Fokker-Planck equation
  19 Dec 2017 0 repositories listed
• Two-dimensional Anti-jamming Mobile Communication Based on Reinforcement Learning
  19 Dec 2017 0 repositories listed
• ES Is More Than Just a Traditional Finite-Difference Approximator
  18 Dec 2017 0 repositories listed
• On the Relationship Between the OpenAI Evolution Strategy and Stochastic Gradient Descent
  18 Dec 2017 0 repositories listed
• Integral Equations and Machine Learning
  17 Dec 2017 0 repositories listed
• Towards a Deep Reinforcement Learning Approach for Tower Line Wars
  17 Dec 2017 0 repositories listed
• Occam's razor is insufficient to infer the preferences of irrational agents
  15 Dec 2017 0 repositories listed
• Inverse Reinforcement Learning for Marketing
  13 Dec 2017 0 repositories listed
• Multi-focus Attention Network for Efficient Deep Reinforcement Learning
  13 Dec 2017 0 repositories listed
• Deep Reinforcement Learning Boosted by External Knowledge
  12 Dec 2017 0 repositories listed
• Interpretable Policies for Reinforcement Learning by Genetic Programming
  12 Dec 2017 0 repositories listed
• Simulated Autonomous Driving on Realistic Road Networks using Deep Reinforcement Learning
  12 Dec 2017 0 repositories listed
• Robust Deep Reinforcement Learning with Adversarial Attacks
  11 Dec 2017 0 repositories listed
• The Eigenoption-Critic Framework
  11 Dec 2017 0 repositories listed
• Reinforced dynamics for enhanced sampling in large atomic and molecular systems
  10 Dec 2017 0 repositories listed
• Deep Primal-Dual Reinforcement Learning: Accelerating Actor-Critic using Bellman Duality
  7 Dec 2017 0 repositories listed
• End-to-End Offline Goal-Oriented Dialog Policy Learning via Policy Gradient
  7 Dec 2017 0 repositories listed
• Interactive Reinforcement Learning for Object Grounding via Self-Talking
  2 Dec 2017 0 repositories listed
• Online Reinforcement Learning in Stochastic Games
  2 Dec 2017 0 repositories listed
• Representation and Reinforcement Learning for Personalized Glycemic Control in Septic Patients
  2 Dec 2017 0 repositories listed
• Adaptive Batch Size for Safe Policy Gradients
  1 Dec 2017 0 repositories listed
• Compatible Reward Inverse Reinforcement Learning
  1 Dec 2017 0 repositories listed
• Data-Efficient Reinforcement Learning in Continuous State-Action Gaussian-POMDPs
  1 Dec 2017 0 repositories listed
• Dynamic-Depth Context Tree Weighting
  1 Dec 2017 0 repositories listed
• Log-normality and Skewness of Estimated State/Action Values in Reinforcement Learning
  1 Dec 2017 0 repositories listed
• Natural Value Approximators: Learning when to Trust Past Estimates
  1 Dec 2017 0 repositories listed
• Optimistic posterior sampling for reinforcement learning: worst-case regret bounds
  1 Dec 2017 0 repositories listed
• Q-LDA: Uncovering Latent Patterns in Text-based Sequential Decision Processes
  1 Dec 2017 0 repositories listed
• Comparing Deep Reinforcement Learning and Evolutionary Methods in Continuous Control
  30 Nov 2017 0 repositories listed
• Improved Learning in Evolution Strategies via Sparser Inter-Agent Network Topologies
  30 Nov 2017 0 repositories listed
• Safe Exploration for Identifying Linear Systems via Robust Optimization
  30 Nov 2017 0 repositories listed
• Transferring Autonomous Driving Knowledge on Simulated and Real Intersections
  30 Nov 2017 0 repositories listed
• A Benchmarking Environment for Reinforcement Learning Based Task Oriented Dialogue Management
  29 Nov 2017 0 repositories listed
• Automating Vehicles by Deep Reinforcement Learning using Task Separation with Hill Climbing
  29 Nov 2017 0 repositories listed
• Can Complex Collective Behaviour Be Generated Through Randomness, Memory and a Pinch of Luck?
  29 Nov 2017 0 repositories listed
• End-to-End Optimization of Task-Oriented Dialogue Model with Deep Reinforcement Learning
  29 Nov 2017 0 repositories listed
• HoME: a Household Multimodal Environment
  29 Nov 2017 0 repositories listed
• Reinforcement Learning To Adapt Speech Enhancement to Instantaneous Input Signal Quality
  29 Nov 2017 0 repositories listed
• Video Captioning via Hierarchical Reinforcement Learning
  29 Nov 2017 0 repositories listed
• A reinforcement learning algorithm for building collaboration in multi-agent systems
  28 Nov 2017 0 repositories listed
• Hierarchical Policy Search via Return-Weighted Density Estimation
  28 Nov 2017 0 repositories listed
• Learning from Longitudinal Face Demonstration - Where Tractable Deep Modeling Meets Inverse Reinforcement Learning
  28 Nov 2017 0 repositories listed
• Malaria Likelihood Prediction By Effectively Surveying Households Using Deep Reinforcement Learning
  25 Nov 2017 0 repositories listed
• Cascade Attribute Learning Network
  24 Nov 2017 0 repositories listed
• Asking the Difficult Questions: Goal-Oriented Visual Question Generation via Intermediate Rewards
  21 Nov 2017 0 repositories listed
• Posterior Sampling for Large Scale Reinforcement Learning
  21 Nov 2017 0 repositories listed
• Transferring Agent Behaviors from Videos via Motion GANs
  21 Nov 2017 0 repositories listed
• Deep Reinforcement Learning for Multi-Resource Multi-Machine Job Scheduling
  20 Nov 2017 0 repositories listed
• Neural Network Based Reinforcement Learning for Audio-Visual Gaze Control in Human-Robot Interaction
  18 Nov 2017 0 repositories listed
• BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems
  15 Nov 2017 0 repositories listed
• Costate-focused models for reinforcement learning
  15 Nov 2017 0 repositories listed
• Finding Efficient Swimming Strategies in a Three Dimensional Chaotic Flow by Reinforcement Learning
  15 Nov 2017 0 repositories listed
• Markov Decision Processes with Continuous Side Information
  15 Nov 2017 0 repositories listed
• Variational Adaptive-Newton Method for Explorative Learning
  15 Nov 2017 0 repositories listed
• Loss Functions for Multiset Prediction
  14 Nov 2017 0 repositories listed
• Reinforcement Learning in a large scale photonic Recurrent Neural Network
  14 Nov 2017 0 repositories listed
• Saliency-based Sequential Image Attention with Multiset Prediction
  14 Nov 2017 0 repositories listed
• Accelerated Method for Stochastic Composition Optimization with Nonsmooth Regularization
  10 Nov 2017 0 repositories listed
• Applications of Deep Learning and Reinforcement Learning to Biological Data
  10 Nov 2017 0 repositories listed
• Reinforcement Learning of Speech Recognition System Based on Policy Gradient and Hypothesis Selection
  10 Nov 2017 0 repositories listed
• An Empirical Analysis of Multiple-Turn Reasoning Strategies in Reading Comprehension Tasks
  9 Nov 2017 0 repositories listed
• Worm-level Control through Search-based Reinforcement Learning
  9 Nov 2017 0 repositories listed
• Energy Storage Arbitrage in Real-Time Markets via Reinforcement Learning
  8 Nov 2017 0 repositories listed
• Double Q(σ) and Q(σ, λ): Unifying Reinforcement Learning Control Algorithms
  5 Nov 2017 0 repositories listed
• Composing Meta-Policies for Autonomous Driving Using Hierarchical Deep Reinforcement Learning
  4 Nov 2017 0 repositories listed
• Policy Optimization by Genetic Distillation
  3 Nov 2017 0 repositories listed
• Acquiring Target Stacking Skills by Goal-Parameterized Deep Reinforcement Learning
  1 Nov 2017 0 repositories listed
• Automatic Text Summarization Using Reinforcement Learning with Embedding Features
  1 Nov 2017 0 repositories listed
• Intelligent Parameter Tuning in Optimization-based Iterative CT Reconstruction via Deep Reinforcement Learning
  1 Nov 2017 0 repositories listed
• Learning to Diagnose: Assimilating Clinical Narratives using Deep Reinforcement Learning
  1 Nov 2017 0 repositories listed
• Paraphrase Generation with Deep Reinforcement Learning
  1 Nov 2017 0 repositories listed
• Automata-Guided Hierarchical Reinforcement Learning for Skill Composition
  31 Oct 2017 0 repositories listed
• Artificial Intelligence as Structural Estimation: Economic Interpretations of Deep Blue, Bonanza, and AlphaGo
  30 Oct 2017 0 repositories listed
• Exponential improvements for quantum-accessible reinforcement learning
  30 Oct 2017 0 repositories listed
• Sequence-to-Sequence ASR Optimization via Reinforcement Learning
  30 Oct 2017 0 repositories listed
• Unifying Value Iteration, Advantage Learning, and Dynamic Policy Programming
  30 Oct 2017 0 repositories listed
• Diff-DAC: Distributed Actor-Critic for Average Multitask Deep Reinforcement Learning
  28 Oct 2017 0 repositories listed
• Inverse Reinforcement Learning Under Noisy Observations
  27 Oct 2017 0 repositories listed
• Accelerated Reinforcement Learning
  23 Oct 2017 0 repositories listed
• Exploiting generalization in the subspaces for faster model-based learning
  22 Oct 2017 0 repositories listed
• Insulin Regimen ML-based control for T2DM patients
  21 Oct 2017 0 repositories listed
• Online Monotone Games
  19 Oct 2017 0 repositories listed
• Asymmetric Actor Critic for Image-Based Robot Learning
  18 Oct 2017 0 repositories listed
• Map-based Multi-Policy Reinforcement Learning: Enhancing Adaptability of Robots by Deep Reinforcement Learning
  17 Oct 2017 0 repositories listed
• Stochastic Variance Reduction for Policy Gradient Estimation
  17 Oct 2017 0 repositories listed
• Manifold Regularization for Kernelized LSTD
  15 Oct 2017 0 repositories listed
• Is Epicurus the father of Reinforcement Learning?
  12 Oct 2017 0 repositories listed
• PRM-RL: Long-range Robotic Navigation Tasks by Combining Reinforcement Learning and Sampling-based Planning
  11 Oct 2017 0 repositories listed
• Deep Reinforcement Learning: Framework, Applications, and Embedded Implementations
  10 Oct 2017 0 repositories listed
• On- and Off-Policy Monotonic Policy Improvement
  10 Oct 2017 0 repositories listed
• Meta Inverse Reinforcement Learning via Maximum Reward Sharing for Human Motion Analysis
  7 Oct 2017 0 repositories listed
• Exploration in Feature Space for Reinforcement Learning
  5 Oct 2017 0 repositories listed
• Event Identification as a Decision Process with Non-linear Representation of Text
  3 Oct 2017 0 repositories listed
• Attention-Aware Deep Reinforcement Learning for Video Face Recognition
  1 Oct 2017 0 repositories listed
• Parameter Sharing Deep Deterministic Policy Gradient for Cooperative Multi-agent Reinforcement Learning
  1 Oct 2017 0 repositories listed
• Learning how to learn: an adaptive dialogue agent for incrementally learning visually grounded word meanings
  29 Sep 2017 0 repositories listed
• A Policy Search Method For Temporal Logic Specified Reinforcement Learning Tasks
  27 Sep 2017 0 repositories listed