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Reinforcement Learning

Papers archive 2025-07-28

archive papers tagged: 13,178 · with a code link: 4,183 · where Syntology ran a sample: 1,175 (988 with a run with no instrument failure, 187 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (1,175 of 13,178 tagged: 988 with a run with no instrument failure, 187 where every run was a failure of Syntology's instrument)

Page 114 of 132: papers 11,301 to 11,400 of 13,178, 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.

• Q-learning with UCB Exploration is Sample Efficient for Infinite-Horizon MDP
  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
• Almost Boltzmann Exploration
  25 Jan 2019 0 repositories listed
• Distributed Policy Iteration for Scalable Approximation of Cooperative Multi-Agent Policies
  25 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
• Never Forget: Balancing Exploration and Exploitation via Learning Optical Flow
  24 Jan 2019 0 repositories listed
• Sample Complexity of Estimating the Policy Gradient for Nearly Deterministic Dynamical Systems
  24 Jan 2019 0 repositories listed
• Thirty Years of Machine Learning: The Road to Pareto-Optimal Wireless Networks
  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
• Trust Region Value Optimization using Kalman Filtering
  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
• Learning retrosynthetic planning through self-play
  19 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
• Theory of Minds: Understanding Behavior in Groups Through Inverse Planning
  18 Jan 2019 0 repositories listed
• CodeX: Bit-Flexible Encoding for Streaming-based FPGA Acceleration of DNNs
  17 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
• Low Level Control of a Quadrotor with Deep Model-Based Reinforcement Learning
  11 Jan 2019 0 repositories listed
• Low-Power Neuromorphic Hardware for Signal Processing Applications
  11 Jan 2019 0 repositories listed
• On the Global Convergence of Imitation Learning: A Case for Linear Quadratic Regulator
  11 Jan 2019 0 repositories listed
• A New Tensioning Method using Deep Reinforcement Learning for Surgical Pattern Cutting
  10 Jan 2019 0 repositories listed
• Motion Perception in Reinforcement Learning with Dynamic Objects
  10 Jan 2019 0 repositories listed
• Uncertainty-Based Out-of-Distribution Detection in Deep Reinforcement Learning
  8 Jan 2019 0 repositories listed
• A dual mode adaptive basal-bolus advisor based on reinforcement learning
  7 Jan 2019 0 repositories listed
• A* Tree Search for Portfolio Management
  7 Jan 2019 0 repositories listed
• Credit Assignment Techniques in Stochastic Computation Graphs
  7 Jan 2019 0 repositories listed
• Towards a Decentralized, Autonomous Multiagent Framework for Mitigating Crop Loss
  7 Jan 2019 0 repositories listed
• Exploring applications of deep reinforcement learning for real-world autonomous driving systems
  6 Jan 2019 0 repositories listed
• Recurrent Control Nets for Deep Reinforcement Learning
  6 Jan 2019 0 repositories listed
• What Should I Do Now? Marrying Reinforcement Learning and Symbolic Planning
  6 Jan 2019 0 repositories listed
• Accelerating Goal-Directed Reinforcement Learning by Model Characterization
  4 Jan 2019 0 repositories listed
• Machine Teaching in Hierarchical Genetic Reinforcement Learning: Curriculum Design of Reward Functions for Swarm Shepherding
  4 Jan 2019 0 repositories listed
• Optimal Decision-Making in Mixed-Agent Partially Observable Stochastic Environments via Reinforcement Learning
  4 Jan 2019 0 repositories listed
• QFlow: A Learning Approach to High QoE Video Streaming at the Wireless Edge
  4 Jan 2019 0 repositories listed
• A Computational Framework for Motor Skill Acquisition
  3 Jan 2019 0 repositories listed
• Human-Like Autonomous Car-Following Model with Deep Reinforcement Learning
  3 Jan 2019 0 repositories listed
• Imminent Collision Mitigation with Reinforcement Learning and Vision
  3 Jan 2019 0 repositories listed
• Natively Interpretable Machine Learning and Artificial Intelligence: Preliminary Results and Future Directions
  2 Jan 2019 0 repositories listed
• A Theoretical Analysis of Deep Q-Learning
  1 Jan 2019 0 repositories listed
• Complementary reinforcement learning towards explainable agents
  1 Jan 2019 0 repositories listed
• Tighter Problem-Dependent Regret Bounds in Reinforcement Learning without Domain Knowledge using Value Function Bounds
  1 Jan 2019 0 repositories listed
• Deep Reinforcement Learning for Multi-Agent Systems: A Review of Challenges, Solutions and Applications
  31 Dec 2018 0 repositories listed
• Stealing Neural Networks via Timing Side Channels
  31 Dec 2018 0 repositories listed
• Meta Reinforcement Learning with Distribution of Exploration Parameters Learned by Evolution Strategies
  29 Dec 2018 0 repositories listed
• Differential Temporal Difference Learning
  28 Dec 2018 0 repositories listed
• Dynamic Planning Networks
  28 Dec 2018 0 repositories listed
• MEETING BOT: Reinforcement Learning for Dialogue Based Meeting Scheduling
  28 Dec 2018 0 repositories listed
• State representation learning with recurrent capsule networks
  28 Dec 2018 0 repositories listed
• Dealing with Limited Backhaul Capacity in Millimeter Wave Systems: A Deep Reinforcement Learning Approach
  27 Dec 2018 0 repositories listed
• Double Neural Counterfactual Regret Minimization
  27 Dec 2018 0 repositories listed
• Quantum Adiabatic Algorithm Design using Reinforcement Learning
  27 Dec 2018 0 repositories listed
• A New Concept of Deep Reinforcement Learning based Augmented General Sequence Tagging System
  26 Dec 2018 0 repositories listed
• Learning to Refine Source Representations for Neural Machine Translation
  26 Dec 2018 0 repositories listed
• Learning to Walk via Deep Reinforcement Learning
  26 Dec 2018 0 repositories listed
• Optimizing Market Making using Multi-Agent Reinforcement Learning
  26 Dec 2018 0 repositories listed
• Moment Matching Training for Neural Machine Translation: A Preliminary Study
  24 Dec 2018 0 repositories listed
• VMAV-C: A Deep Attention-based Reinforcement Learning Algorithm for Model-based Control
  24 Dec 2018 0 repositories listed
• Estimating Rationally Inattentive Utility Functions with Deep Clustering for Framing - Applications in YouTube Engagement Dynamics
  23 Dec 2018 0 repositories listed
• Parallelized Interactive Machine Learning on Autonomous Vehicles
  23 Dec 2018 0 repositories listed
• Escape Room: A Configurable Testbed for Hierarchical Reinforcement Learning
  22 Dec 2018 0 repositories listed
• Graph Transformation Policy Network for Chemical Reaction Prediction
  22 Dec 2018 0 repositories listed
• Learning to Navigate the Web
  21 Dec 2018 0 repositories listed
• NADPEx: An on-policy temporally consistent exploration method for deep reinforcement learning
  21 Dec 2018 0 repositories listed
• Optimizing Quantum Error Correction Codes with Reinforcement Learning
  20 Dec 2018 0 repositories listed
• Deep Online Learning via Meta-Learning: Continual Adaptation for Model-Based RL
  18 Dec 2018 0 repositories listed
• Deep reinforcement learning for search, recommendation, and online advertising: a survey
  18 Dec 2018 0 repositories listed
• Domain Adaptation for Reinforcement Learning on the Atari
  18 Dec 2018 0 repositories listed
• Incentive-based demand response for smart grid with reinforcement learning and deep neural network
  18 Dec 2018 0 repositories listed
• Sim-to-Real via Sim-to-Sim: Data-efficient Robotic Grasping via Randomized-to-Canonical Adaptation Networks
  18 Dec 2018 0 repositories listed
• Toward Multimodal Model-Agnostic Meta-Learning
  18 Dec 2018 0 repositories listed
• A Review of Meta-Reinforcement Learning for Deep Neural Networks Architecture Search
  17 Dec 2018 0 repositories listed
• Fuzzy Controller of Reward of Reinforcement Learning For Handwritten Digit Recognition
  17 Dec 2018 0 repositories listed
• Malthusian Reinforcement Learning
  17 Dec 2018 0 repositories listed
• Reinforcement Learning for Adaptive Caching with Dynamic Storage Pricing
  17 Dec 2018 0 repositories listed
• A Logarithmic Barrier Method For Proximal Policy Optimization
  16 Dec 2018 0 repositories listed
• Gold Seeker: Information Gain from Policy Distributions for Goal-oriented Vision-and-Langauge Reasoning
  16 Dec 2018 0 repositories listed
• Likelihood Quantile Networks for Coordinating Multi-Agent Reinforcement Learning
  15 Dec 2018 0 repositories listed
• Guaranteed satisficing and finite regret: Analysis of a cognitive satisficing value function
  14 Dec 2018 0 repositories listed
• Scaling shared model governance via model splitting
  14 Dec 2018 0 repositories listed
• The Entropy of Artificial Intelligence and a Case Study of AlphaZero from Shannon's Perspective
  14 Dec 2018 0 repositories listed
• Learning to Communicate: A Machine Learning Framework for Heterogeneous Multi-Agent Robotic Systems
  13 Dec 2018 0 repositories listed
• A predictive safety filter for learning-based control of constrained nonlinear dynamical systems
  13 Dec 2018 0 repositories listed
• Scene Recomposition by Learning-based ICP
  13 Dec 2018 0 repositories listed
• Deep neural networks algorithms for stochastic control problems on finite horizon: convergence analysis
  11 Dec 2018 0 repositories listed
• Efficient Model-Free Reinforcement Learning Using Gaussian Process
  11 Dec 2018 0 repositories listed
• KF-LAX: Kronecker-factored curvature estimation for control variate optimization in reinforcement learning
  11 Dec 2018 0 repositories listed
• The Gap Between Model-Based and Model-Free Methods on the Linear Quadratic Regulator: An Asymptotic Viewpoint
  9 Dec 2018 0 repositories listed