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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 127 of 152: papers 12,601 to 12,700 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.

• Text as Environment: A Deep Reinforcement Learning Text Readability Assessment Model
  12 Dec 2019 0 repositories listed
• Biases for Emergent Communication in Multi-agent Reinforcement Learning
  11 Dec 2019 0 repositories listed
• Doubly Robust Off-Policy Actor-Critic Algorithms for Reinforcement Learning
  11 Dec 2019 0 repositories listed
• Efficient Robotic Task Generalization Using Deep Model Fusion Reinforcement Learning
  11 Dec 2019 0 repositories listed
• Energy-aware Scheduling of Jobs in Heterogeneous Cluster Systems Using Deep Reinforcement Learning
  11 Dec 2019 0 repositories listed
• Online Deep Reinforcement Learning for Autonomous UAV Navigation and Exploration of Outdoor Environments
  11 Dec 2019 0 repositories listed
• Quality of syntactic implication of RL-based sentence summarization
  11 Dec 2019 0 repositories listed
• A Finite-Time Analysis of Q-Learning with Neural Network Function Approximation
  10 Dec 2019 0 repositories listed
• AVID: Learning Multi-Stage Tasks via Pixel-Level Translation of Human Videos
  10 Dec 2019 0 repositories listed
• Efficient and Robust Reinforcement Learning with Uncertainty-based Value Expansion
  10 Dec 2019 0 repositories listed
• Decentralized Multi-Agent Reinforcement Learning with Networked Agents: Recent Advances
  9 Dec 2019 0 repositories listed
• Deep RL-based Trajectory Planning for AoI Minimization in UAV-assisted IoT
  9 Dec 2019 0 repositories listed
• Intelligent Coordination among Multiple Traffic Intersections Using Multi-Agent Reinforcement Learning
  9 Dec 2019 0 repositories listed
• Learning Latent State Spaces for Planning through Reward Prediction
  9 Dec 2019 0 repositories listed
• Learning Sparse Representations Incrementally in Deep Reinforcement Learning
  9 Dec 2019 0 repositories listed
• Learning to Code: Coded Caching via Deep Reinforcement Learning
  9 Dec 2019 0 repositories listed
• Optimism in Reinforcement Learning with Generalized Linear Function Approximation
  9 Dec 2019 0 repositories listed
• Transformer Based Reinforcement Learning For Games
  9 Dec 2019 0 repositories listed
• Unsupervised Curricula for Visual Meta-Reinforcement Learning
  9 Dec 2019 0 repositories listed
• Effects of a Social Force Model reward in Robot Navigation based on Deep Reinforcement Learning
  8 Dec 2019 0 repositories listed
• From Reinforcement Learning to Optimal Control: A unified framework for sequential decisions
  7 Dec 2019 0 repositories listed
• No-Regret Exploration in Goal-Oriented Reinforcement Learning
  7 Dec 2019 0 repositories listed
• A pedestrian path-planning model in accordance with obstacle's danger with reinforcement learning
  6 Dec 2019 0 repositories listed
• Alternative Function Approximation Parameterizations for Solving Games: An Analysis of f-Regression Counterfactual Regret Minimization
  6 Dec 2019 0 repositories listed
• Deep Reinforcement Learning for Routing a Heterogeneous Fleet of Vehicles
  6 Dec 2019 0 repositories listed
• How Does an Approximate Model Help in Reinforcement Learning?
  6 Dec 2019 0 repositories listed
• Making Smart Homes Smarter: Optimizing Energy Consumption with Human in the Loop
  6 Dec 2019 0 repositories listed
• Observational Overfitting in Reinforcement Learning
  6 Dec 2019 0 repositories listed
• Reinforcement Learning with Non-Markovian Rewards
  5 Dec 2019 0 repositories listed
• Dynamic Pricing on E-commerce Platform with Deep Reinforcement Learning: A Field Experiment
  5 Dec 2019 0 repositories listed
• Iterative Policy-Space Expansion in Reinforcement Learning
  5 Dec 2019 0 repositories listed
• Reinforcement Learning with Convolutional Reservoir Computing
  5 Dec 2019 0 repositories listed
• Scalable Reinforcement Learning for Multi-Agent Networked Systems
  5 Dec 2019 0 repositories listed
• AlgaeDICE: Policy Gradient from Arbitrary Experience
  4 Dec 2019 0 repositories listed
• Deep Model Compression Via Two-Stage Deep Reinforcement Learning
  4 Dec 2019 0 repositories listed
• Reinforcement learning for bandwidth estimation and congestion control in real-time communications
  4 Dec 2019 0 repositories listed
• Neighborhood Cognition Consistent Multi-Agent Reinforcement Learning
  3 Dec 2019 0 repositories listed
• Self-Learned Formula Synthesis in Set Theory
  3 Dec 2019 0 repositories listed
• Human-Robot Collaboration via Deep Reinforcement Learning of Real-World Interactions
  2 Dec 2019 0 repositories listed
• Just Ask:An Interactive Learning Framework for Vision and Language Navigation
  2 Dec 2019 0 repositories listed
• Policy Optimization Reinforcement Learning with Entropy Regularization
  2 Dec 2019 0 repositories listed
• A Family of Robust Stochastic Operators for Reinforcement Learning
  1 Dec 2019 0 repositories listed
• Adversary A3C for Robust Reinforcement Learning
  1 Dec 2019 0 repositories listed
• Explicit Planning for Efficient Exploration in Reinforcement Learning
  1 Dec 2019 0 repositories listed
• Flow Rate Control in Smart District Heating Systems Using Deep Reinforcement Learning
  1 Dec 2019 0 repositories listed
• Identifying Cognitive Radars -- Inverse Reinforcement Learning using Revealed Preferences
  1 Dec 2019 0 repositories listed
• Near-Optimal Reinforcement Learning in Dynamic Treatment Regimes
  1 Dec 2019 0 repositories listed
• Neural Temporal-Difference Learning Converges to Global Optima
  1 Dec 2019 0 repositories listed
• Neural Trust Region/Proximal Policy Optimization Attains Globally Optimal Policy
  1 Dec 2019 0 repositories listed
• No-Press Diplomacy: Modeling Multi-Agent Gameplay
  1 Dec 2019 0 repositories listed
• Optimization for Reinforcement Learning: From Single Agent to Cooperative Agents
  1 Dec 2019 0 repositories listed
• Provably Efficient Q-learning with Function Approximation via Distribution Shift Error Checking Oracle
  1 Dec 2019 0 repositories listed
• Regret Bounds for Learning State Representations in Reinforcement Learning
  1 Dec 2019 0 repositories listed
• Text-Based Interactive Recommendation via Constraint-Augmented Reinforcement Learning
  1 Dec 2019 0 repositories listed
• IMPACT: Importance Weighted Asynchronous Architectures with Clipped Target Networks
  30 Nov 2019 0 repositories listed
• Mix and Match: Markov Chains & Mixing Times for Matching in Rideshare
  30 Nov 2019 0 repositories listed
• Induction of Subgoal Automata for Reinforcement Learning
  29 Nov 2019 0 repositories listed
• Quadratic Q-network for Learning Continuous Control for Autonomous Vehicles
  29 Nov 2019 0 repositories listed
• Algorithmic Improvements for Deep Reinforcement Learning applied to Interactive Fiction
  28 Nov 2019 0 repositories listed
• Augmented Random Search for Quadcopter Control: An alternative to Reinforcement Learning
  28 Nov 2019 0 repositories listed
• Improving Neural Relation Extraction with Positive and Unlabeled Learning
  28 Nov 2019 0 repositories listed
• Multi-Agent Deep Reinforcement Learning with Adaptive Policies
  28 Nov 2019 0 repositories listed
• Stigmergic Independent Reinforcement Learning for Multi-Agent Collaboration
  28 Nov 2019 0 repositories listed
• Adversarial Deep Reinforcement Learning based Adaptive Moving Target Defense
  27 Nov 2019 0 repositories listed
• GRIm-RePR: Prioritising Generating Important Features for Pseudo-Rehearsal
  27 Nov 2019 0 repositories listed
• Improving Fictitious Play Reinforcement Learning with Expanding Models
  27 Nov 2019 0 repositories listed
• Restoring Chaos Using Deep Reinforcement Learning
  27 Nov 2019 0 repositories listed
• Control-Tutored Reinforcement Learning: an application to the Herding Problem
  26 Nov 2019 0 repositories listed
• A General Framework on Enhancing Portfolio Management with Reinforcement Learning
  26 Nov 2019 0 repositories listed
• Multi-Vehicle Mixed-Reality Reinforcement Learning for Autonomous Multi-Lane Driving
  26 Nov 2019 0 repositories listed
• A Deep Reinforcement Learning Architecture for Multi-stage Optimal Control
  25 Nov 2019 0 repositories listed
• Adaptive Modulation and Coding based on Reinforcement Learning for 5G Networks
  25 Nov 2019 0 repositories listed
• Biologically inspired architectures for sample-efficient deep reinforcement learning
  25 Nov 2019 0 repositories listed
• Deep Reinforcement Learning for Multi-Driver Vehicle Dispatching and Repositioning Problem
  25 Nov 2019 0 repositories listed
• Mitigate Bias in Face Recognition using Skewness-Aware Reinforcement Learning
  25 Nov 2019 0 repositories listed
• Theory-based Causal Transfer: Integrating Instance-level Induction and Abstract-level Structure Learning
  25 Nov 2019 0 repositories listed
• Multi-Agent Reinforcement Learning: A Selective Overview of Theories and Algorithms
  24 Nov 2019 0 repositories listed
• Scaling active inference
  24 Nov 2019 0 repositories listed
• Which Channel to Ask My Question? Personalized Customer Service RequestStream Routing using DeepReinforcement Learning
  24 Nov 2019 0 repositories listed
• From Persistent Homology to Reinforcement Learning with Applications for Retail Banking
  23 Nov 2019 0 repositories listed
• Iteratively-Refined Interactive 3D Medical Image Segmentation with Multi-Agent Reinforcement Learning
  23 Nov 2019 0 repositories listed
• Analysis of Evolutionary Behavior in Self-Learning Media Search Engines
  22 Nov 2019 0 repositories listed
• Deep Reinforcement Learning for Trading
  22 Nov 2019 0 repositories listed
• Graph Pruning for Model Compression
  22 Nov 2019 0 repositories listed
• Accelerating Reinforcement Learning with Suboptimal Guidance
  21 Nov 2019 0 repositories listed
• Agent Probing Interaction Policies
  21 Nov 2019 0 repositories listed
• Efficient Drone Mobility Support Using Reinforcement Learning
  21 Nov 2019 0 repositories listed
• Information-Theoretic Confidence Bounds for Reinforcement Learning
  21 Nov 2019 0 repositories listed
• State Alignment-based Imitation Learning
  21 Nov 2019 0 repositories listed
• A Tale of Two-Timescale Reinforcement Learning with the Tightest Finite-Time Bound
  20 Nov 2019 0 repositories listed
• Avoiding Jammers: A Reinforcement Learning Approach
  20 Nov 2019 0 repositories listed
• Corruption-robust exploration in episodic reinforcement learning
  20 Nov 2019 0 repositories listed
• Deep Reinforcement Learning in Cryptocurrency Market Making
  20 Nov 2019 0 repositories listed
• Hierarchical Average Reward Policy Gradient Algorithms
  20 Nov 2019 0 repositories listed
• On Policy Learning Robust to Irreversible Events: An Application to Robotic In-Hand Manipulation
  20 Nov 2019 0 repositories listed
• Safe Policies for Reinforcement Learning via Primal-Dual Methods
  20 Nov 2019 0 repositories listed
• Solving Online Threat Screening Games using Constrained Action Space Reinforcement Learning
  20 Nov 2019 0 repositories listed
• Decision Making for Autonomous Driving via Augmented Adversarial Inverse Reinforcement Learning
  19 Nov 2019 0 repositories listed
• Attention-Privileged Reinforcement Learning
  19 Nov 2019 0 repositories listed
• Efficient decorrelation of features using Gramian in Reinforcement Learning
  19 Nov 2019 0 repositories listed