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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 89 of 132: papers 8,801 to 8,900 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.

• Almost Optimal Model-Free Reinforcement Learningvia Reference-Advantage Decomposition
  1 Dec 2020 0 repositories listed
• Answer-driven Deep Question Generation based on Reinforcement Learning
  1 Dec 2020 0 repositories listed
• Assessing and Accelerating Coverage in Deep Reinforcement Learning
  1 Dec 2020 0 repositories listed
• Can Temporal-Difference and Q-Learning Learn Representation? A Mean-Field Theory
  1 Dec 2020 0 repositories listed
• Combining Cognitive Modeling and Reinforcement Learning for Clarification in Dialogue
  1 Dec 2020 0 repositories listed
• ExpanRL: Hierarchical Reinforcement Learning for Course Concept Expansion in MOOCs
  1 Dec 2020 0 repositories listed
• Instance-based Generalization in Reinforcement Learning
  1 Dec 2020 0 repositories listed
• Is Long Horizon RL More Difficult Than Short Horizon RL?
  1 Dec 2020 0 repositories listed
• MOReL: Model-Based Offline Reinforcement Learning
  1 Dec 2020 0 repositories listed
• Non-Crossing Quantile Regression for Distributional Reinforcement Learning
  1 Dec 2020 0 repositories listed
• On Efficiency in Hierarchical Reinforcement Learning
  1 Dec 2020 0 repositories listed
• Online Decision Based Visual Tracking via Reinforcement Learning
  1 Dec 2020 0 repositories listed
• Provably Efficient Reinforcement Learning with Kernel and Neural Function Approximations
  1 Dec 2020 0 repositories listed
• Provably Good Batch Off-Policy Reinforcement Learning Without Great Exploration
  1 Dec 2020 0 repositories listed
• Reinforcement Learning for Control with Multiple Frequencies
  1 Dec 2020 0 repositories listed
• Robust Multi-Agent Reinforcement Learning with Model Uncertainty
  1 Dec 2020 0 repositories listed
• Security Analysis of Safe and Seldonian Reinforcement Learning Algorithms
  1 Dec 2020 0 repositories listed
• Text Simplification with Reinforcement Learning Using Supervised Rewards on Grammaticality, Meaning Preservation, and Simplicity
  1 Dec 2020 0 repositories listed
• Warren at SemEval-2020 Task 4: ALBERT and Multi-Task Learning for Commonsense Validation
  1 Dec 2020 0 repositories listed
• Soft-Robust Algorithms for Batch Reinforcement Learning
  30 Nov 2020 0 repositories listed
• Cluster Based Deep Contextual Reinforcement Learning for top-k Recommendations
  29 Nov 2020 0 repositories listed
• Minimax Sample Complexity for Turn-based Stochastic Game
  29 Nov 2020 0 repositories listed
• Offline Reinforcement Learning Hands-On
  29 Nov 2020 0 repositories listed
• Optimal Mixture Weights for Off-Policy Evaluation with Multiple Behavior Policies
  29 Nov 2020 0 repositories listed
• A survey of benchmarking frameworks for reinforcement learning
  27 Nov 2020 0 repositories listed
• Adaptable Automation with Modular Deep Reinforcement Learning and Policy Transfer
  27 Nov 2020 0 repositories listed
• Real-time Active Vision for a Humanoid Soccer Robot Using Deep Reinforcement Learning
  27 Nov 2020 0 repositories listed
• Learning from Simulation, Racing in Reality
  26 Nov 2020 0 repositories listed
• Reinforcement Learning for Robust Missile Autopilot Design
  26 Nov 2020 0 repositories listed
• Towards Playing Full MOBA Games with Deep Reinforcement Learning
  25 Nov 2020 0 repositories listed
• PowerNet: Multi-agent Deep Reinforcement Learning for Scalable Powergrid Control
  24 Nov 2020 0 repositories listed
• REPAINT: Knowledge Transfer in Deep Reinforcement Learning
  24 Nov 2020 0 repositories listed
• Logarithmic Regret for Reinforcement Learning with Linear Function Approximation
  23 Nov 2020 0 repositories listed
• Distributed Deep Reinforcement Learning: An Overview
  22 Nov 2020 0 repositories listed
• Double Meta-Learning for Data Efficient Policy Optimization in Non-Stationary Environments
  21 Nov 2020 0 repositories listed
• Policy Teaching in Reinforcement Learning via Environment Poisoning Attacks
  21 Nov 2020 0 repositories listed
• Bridging Scene Understanding and Task Execution with Flexible Simulation Environments
  20 Nov 2020 0 repositories listed
• Delay Constrained Buffer-Aided Relay Selection in the Internet of Things with Decision-Assisted Reinforcement Learning
  20 Nov 2020 0 repositories listed
• MRAC-RL: A Framework for On-Line Policy Adaptation Under Parametric Model Uncertainty
  20 Nov 2020 0 repositories listed
• Online Model Selection for Reinforcement Learning with Function Approximation
  19 Nov 2020 0 repositories listed
• Parrot: Data-Driven Behavioral Priors for Reinforcement Learning
  19 Nov 2020 0 repositories listed
• Provable Multi-Objective Reinforcement Learning with Generative Models
  19 Nov 2020 0 repositories listed
• Counterfactual Credit Assignment in Model-Free Reinforcement Learning
  18 Nov 2020 0 repositories listed
• Experimental Study on Reinforcement Learning-based Control of an Acrobot
  18 Nov 2020 0 repositories listed
• Inverse Reinforcement Learning via Matching of Optimality Profiles
  18 Nov 2020 0 repositories listed
• Weighted Entropy Modification for Soft Actor-Critic
  18 Nov 2020 0 repositories listed
• Curiosity Based Reinforcement Learning on Robot Manufacturing Cell
  17 Nov 2020 0 repositories listed
• Fault-Aware Robust Control via Adversarial Reinforcement Learning
  17 Nov 2020 0 repositories listed
• Leveraging the Variance of Return Sequences for Exploration Policy
  17 Nov 2020 0 repositories listed
• Multi-agent Reinforcement Learning Accelerated MCMC on Multiscale Inversion Problem
  17 Nov 2020 0 repositories listed
• Reinforcement Learning of Graph Neural Networks for Service Function Chaining
  17 Nov 2020 0 repositories listed
• Analog Circuit Design with Dyna-Style Reinforcement Learning
  16 Nov 2020 0 repositories listed
• Blind Decision Making: Reinforcement Learning with Delayed Observations
  16 Nov 2020 0 repositories listed
• Constrained Model-Free Reinforcement Learning for Process Optimization
  16 Nov 2020 0 repositories listed
• Reward Biased Maximum Likelihood Estimation for Reinforcement Learning
  16 Nov 2020 0 repositories listed
• Towards Learning Controllable Representations of Physical Systems
  16 Nov 2020 0 repositories listed
• RL-QN: A Reinforcement Learning Framework for Optimal Control of Queueing Systems
  14 Nov 2020 0 repositories listed
• Active Reinforcement Learning: Observing Rewards at a Cost
  13 Nov 2020 0 repositories listed
• Critic PI2: Master Continuous Planning via Policy Improvement with Path Integrals and Deep Actor-Critic Reinforcement Learning
  13 Nov 2020 0 repositories listed
• Deep Reinforcement Learning of Transition States
  13 Nov 2020 0 repositories listed
• Robust Quadruped Jumping via Deep Reinforcement Learning
  13 Nov 2020 0 repositories listed
• Scaffolding Reflection in Reinforcement Learning Framework for Confinement Escape Problem
  13 Nov 2020 0 repositories listed
• Hierarchical reinforcement learning for efficient exploration and transfer
  12 Nov 2020 0 repositories listed
• Imposing Robust Structured Control Constraint on Reinforcement Learning of Linear Quadratic Regulator
  12 Nov 2020 0 repositories listed
• Steady State Analysis of Episodic Reinforcement Learning
  12 Nov 2020 0 repositories listed
• Adaptive Neural Architectures for Recommender Systems
  11 Nov 2020 0 repositories listed
• Behaviorally Diverse Traffic Simulation via Reinforcement Learning
  11 Nov 2020 0 repositories listed
• Offline Learning of Counterfactual Predictions for Real-World Robotic Reinforcement Learning
  11 Nov 2020 0 repositories listed
• Proximal Policy Optimization via Enhanced Exploration Efficiency
  11 Nov 2020 0 repositories listed
• Reinforcement Learning with Time-dependent Goals for Robotic Musicians
  11 Nov 2020 0 repositories listed
• Hierarchical Reinforcement Learning for Relay Selection and Power Optimization in Two-Hop Cooperative Relay Network
  10 Nov 2020 0 repositories listed
• Model-based Reinforcement Learning from Signal Temporal Logic Specifications
  10 Nov 2020 0 repositories listed
• Perturbation-based exploration methods in deep reinforcement learning
  10 Nov 2020 0 repositories listed
• Automated Adversary Emulation for Cyber-Physical Systems via Reinforcement Learning
  9 Nov 2020 0 repositories listed
• Behavior Planning at Urban Intersections through Hierarchical Reinforcement Learning
  9 Nov 2020 0 repositories listed
• Challenges of Applying Deep Reinforcement Learning in Dynamic Dispatching
  9 Nov 2020 0 repositories listed
• Deep Reinforcement Learning for Navigation in AAA Video Games
  9 Nov 2020 0 repositories listed
• Deep reinforcement learning for RAN optimization and control
  9 Nov 2020 0 repositories listed
• Model-Based Reinforcement Learning for Eco-Driving Control of Electric Vehicles
  9 Nov 2020 0 repositories listed
• Reinforcement Learning for Autonomous Driving with Latent State Inference and Spatial-Temporal Relationships
  9 Nov 2020 0 repositories listed
• Safe Trajectory Planning Using Reinforcement Learning for Self Driving
  9 Nov 2020 0 repositories listed
• On the role of planning in model-based deep reinforcement learning
  8 Nov 2020 0 repositories listed
• Online Sparse Reinforcement Learning
  8 Nov 2020 0 repositories listed
• Reinforcement Learning for Assignment problem
  8 Nov 2020 0 repositories listed
• Reliable Off-policy Evaluation for Reinforcement Learning
  8 Nov 2020 0 repositories listed
• Sparse Feature Selection Makes Batch Reinforcement Learning More Sample Efficient
  8 Nov 2020 0 repositories listed
• Motion Prediction on Self-driving Cars: A Review
  6 Nov 2020 0 repositories listed
• Sample-efficient Reinforcement Learning in Robotic Table Tennis
  6 Nov 2020 0 repositories listed
• The Value Equivalence Principle for Model-Based Reinforcement Learning
  6 Nov 2020 0 repositories listed
• Generative Inverse Deep Reinforcement Learning for Online Recommendation
  4 Nov 2020 0 repositories listed
• Offline Reinforcement Learning from Human Feedback in Real-World Sequence-to-Sequence Tasks
  4 Nov 2020 0 repositories listed
• Differentiable Physics Models for Real-world Offline Model-based Reinforcement Learning
  3 Nov 2020 0 repositories listed
• Online Observer-Based Inverse Reinforcement Learning
  3 Nov 2020 0 repositories listed
• A Variant of the Wang-Foster-Kakade Lower Bound for the Discounted Setting
  2 Nov 2020 0 repositories listed
• Cooperative Heterogeneous Deep Reinforcement Learning
  2 Nov 2020 0 repositories listed
• Fast Reinforcement Learning with Incremental Gaussian Mixture Models
  2 Nov 2020 0 repositories listed
• Incorporating Rivalry in Reinforcement Learning for a Competitive Game
  2 Nov 2020 0 repositories listed
• Information-theoretic Task Selection for Meta-Reinforcement Learning
  2 Nov 2020 0 repositories listed
• Interpreting Graph Drawing with Multi-Agent Reinforcement Learning
  2 Nov 2020 0 repositories listed
• NEARL: Non-Explicit Action Reinforcement Learning for Robotic Control
  2 Nov 2020 0 repositories listed