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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 112 of 152: papers 11,101 to 11,200 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.

• CARLA Real Traffic Scenarios -- novel training ground and benchmark for autonomous driving
  16 Dec 2020 0 repositories listed
• Learning to Run with Potential-Based Reward Shaping and Demonstrations from Video Data
  16 Dec 2020 0 repositories listed
• Sample-Efficient Reinforcement Learning via Counterfactual-Based Data Augmentation
  16 Dec 2020 0 repositories listed
• Gegelati: Lightweight Artificial Intelligence through Generic and Evolvable Tangled Program Graphs
  15 Dec 2020 0 repositories listed
• Grounding Artificial Intelligence in the Origins of Human Behavior
  15 Dec 2020 0 repositories listed
• Nearly Minimax Optimal Reinforcement Learning for Linear Mixture Markov Decision Processes
  15 Dec 2020 0 repositories listed
• A case for new neural network smoothness constraints
  14 Dec 2020 0 repositories listed
• Learning Visual Robotic Control Efficiently with Contrastive Pre-training and Data Augmentation
  14 Dec 2020 0 repositories listed
• A Reinforcement Learning Formulation of the Lyapunov Optimization: Application to Edge Computing Systems with Queue Stability
  14 Dec 2020 0 repositories listed
• Active Hierarchical Imitation and Reinforcement Learning
  14 Dec 2020 0 repositories listed
• Automatic Source Code Summarization via Reinforcement Learning
  14 Dec 2020 0 repositories listed
• Demystify Painting with RL
  14 Dec 2020 0 repositories listed
• Deploying Reinforcement Learning in Water Transport
  14 Dec 2020 0 repositories listed
• Evading Web Application Firewalls with Reinforcement Learning
  14 Dec 2020 0 repositories listed
• Exponential Lower Bounds for Batch Reinforcement Learning: Batch RL can be Exponentially Harder than Online RL
  14 Dec 2020 0 repositories listed
• IPM Move Planner: AN EFFICIENT EXPLOITING DEEP REINFORCEMENT LEARNING WITH MONTE CARLO TREE SEARCH
  14 Dec 2020 0 repositories listed
• Learn To Manage Portfolio With Reinforcement Learning
  14 Dec 2020 0 repositories listed
• Learn to Play Tetris with Deep Reinforcement Learning
  14 Dec 2020 0 repositories listed
• Learning Mobile Robot Navigation in the Dense Crowd with Deep Reinforcement Learning
  14 Dec 2020 0 repositories listed
• Mobile Robots Autonomous Exploration with Reinforcement Learning
  14 Dec 2020 0 repositories listed
• Mobile Robots Exploration via Deep Reinforcement Learning
  14 Dec 2020 0 repositories listed
• Optimal Portfolio Liquidation
  14 Dec 2020 0 repositories listed
• Optimization of Multi-Factor Model in Quantitative Trading Based On Reinforcement Learning
  14 Dec 2020 0 repositories listed
• Portfolio Management with Reinforcement Learning
  14 Dec 2020 0 repositories listed
• Ranking Items in Large-Scale Item Search Engines with Reinforcement Learning
  14 Dec 2020 0 repositories listed
• Reinforcement Learning Based Adaptive WalkingAssistance Control of a Lower Limb Exoskeleton
  14 Dec 2020 0 repositories listed
• Reinforcement Learning Based Character Controlling
  14 Dec 2020 0 repositories listed
• Reinforcement Learning for Predict+Optimize
  14 Dec 2020 0 repositories listed
• Reinforcement Learning for the Beginning of Starcraft II Game
  14 Dec 2020 0 repositories listed
• Reinforcement Learning in 20Q Game with Generic Knowledge Bases
  14 Dec 2020 0 repositories listed
• Learning for MPC with Stability & Safety Guarantees
  14 Dec 2020 0 repositories listed
• SAT-MARL: Specification Aware Training in Multi-Agent Reinforcement Learning
  14 Dec 2020 0 repositories listed
• Smoothing Deep Reinforcement Learning for Power Control for Spectrum Sharing in Cognitive Radios
  14 Dec 2020 0 repositories listed
• Specializing Inter-Agent Communication in Heterogeneous Multi-Agent Reinforcement Learning using Agent Class Information
  14 Dec 2020 0 repositories listed
• Towards Understanding Deep Policy Gradients: A Case Study on PPO
  14 Dec 2020 0 repositories listed
• Train a snake with reinforcement learning algorithms
  14 Dec 2020 0 repositories listed
• Using Enhanced Gaussian Cross-Entropy in Imitation Learning to Digging the First Diamond in Minecraft
  14 Dec 2020 0 repositories listed
• Virtual Autonomous Driving with Reinforcement Learning
  14 Dec 2020 0 repositories listed
• Reinforcement Learning with Subspaces using Free Energy Paradigm
  13 Dec 2020 0 repositories listed
• Noise-Robust End-to-End Quantum Control using Deep Autoregressive Policy Networks
  12 Dec 2020 0 repositories listed
• Semi-supervised reward learning for offline reinforcement learning
  12 Dec 2020 0 repositories listed
• Tutoring Reinforcement Learning via Feedback Control
  12 Dec 2020 0 repositories listed
• OPAC: Opportunistic Actor-Critic
  11 Dec 2020 0 repositories listed
• Regularizing Action Policies for Smooth Control with Reinforcement Learning
  11 Dec 2020 0 repositories listed
• Blending MPC & Value Function Approximation for Efficient Reinforcement Learning
  10 Dec 2020 0 repositories listed
• Flatland-RL : Multi-Agent Reinforcement Learning on Trains
  10 Dec 2020 0 repositories listed
• Performance-Weighed Policy Sampling for Meta-Reinforcement Learning
  10 Dec 2020 0 repositories listed
• Reinforcement Learning Agents for Ubisoft's Roller Champions
  10 Dec 2020 0 repositories listed
• A Deep Reinforcement Learning Approach for Ramp Metering Based on Traffic Video Data
  9 Dec 2020 0 repositories listed
• Deep Reinforcement Learning for Long Term Hydropower Production Scheduling
  9 Dec 2020 0 repositories listed
• Deep Reinforcement Learning for Stock Portfolio Optimization
  9 Dec 2020 0 repositories listed
• Interactive Search Based on Deep Reinforcement Learning
  9 Dec 2020 0 repositories listed
• MLComp: A Methodology for Machine Learning-based Performance Estimation and Adaptive Selection of Pareto-Optimal Compiler Optimization Sequences
  9 Dec 2020 0 repositories listed
• Robust Domain Randomised Reinforcement Learning through Peer-to-Peer Distillation
  9 Dec 2020 0 repositories listed
• Semi-Supervised Off Policy Reinforcement Learning
  9 Dec 2020 0 repositories listed
• Transfer Learning for Efficient Iterative Safety Validation
  9 Dec 2020 0 repositories listed
• Emergence of Different Modes of Tool Use in a Reaching and Dragging Task
  8 Dec 2020 0 repositories listed
• The Architectural Implications of Distributed Reinforcement Learning on CPU-GPU Systems
  8 Dec 2020 0 repositories listed
• Battery Model Calibration with Deep Reinforcement Learning
  7 Dec 2020 0 repositories listed
• Efficient Reservoir Management through Deep Reinforcement Learning
  7 Dec 2020 0 repositories listed
• Selective Pseudo-Labeling with Reinforcement Learning for Semi-Supervised Domain Adaptation
  7 Dec 2020 0 repositories listed
• Vehicular Cooperative Perception Through Action Branching and Federated Reinforcement Learning
  7 Dec 2020 0 repositories listed
• Fever Basketball: A Complex, Flexible, and Asynchronized Sports Game Environment for Multi-agent Reinforcement Learning
  6 Dec 2020 0 repositories listed
• Data Boost: Text Data Augmentation Through Reinforcement Learning Guided Conditional Generation
  5 Dec 2020 0 repositories listed
• Multi-agent navigation based on deep reinforcement learning and traditional pathfinding algorithm
  5 Dec 2020 0 repositories listed
• Demonstration-efficient Inverse Reinforcement Learning in Procedurally Generated Environments
  4 Dec 2020 0 repositories listed
• Model-Agnostic Learning to Meta-Learn
  4 Dec 2020 0 repositories listed
• Neural Dynamic Policies for End-to-End Sensorimotor Learning
  4 Dec 2020 0 repositories listed
• Offline Meta-level Model-based Reinforcement Learning Approach for Cold-Start Recommendation
  4 Dec 2020 0 repositories listed
• DeepCrawl: Deep Reinforcement Learning for Turn-based Strategy Games
  3 Dec 2020 0 repositories listed
• Designing a Prospective COVID-19 Therapeutic with Reinforcement Learning
  3 Dec 2020 0 repositories listed
• Dynamic RAN Slicing for Service-Oriented Vehicular Networks via Constrained Learning
  3 Dec 2020 0 repositories listed
• Partially Connected Automated Vehicle Cooperative Control Strategy with a Deep Reinforcement Learning Approach
  3 Dec 2020 0 repositories listed
• Are Gradient-based Saliency Maps Useful in Deep Reinforcement Learning?
  2 Dec 2020 0 repositories listed
• Coinbot: Intelligent Robotic Coin Bag Manipulation Using Deep Reinforcement Learning And Machine Teaching
  2 Dec 2020 0 repositories listed
• Convergence Proof for Actor-Critic Methods Applied to PPO and RUDDER
  2 Dec 2020 0 repositories listed
• Driving-Policy Adaptive Safeguard for Autonomous Vehicles Using Reinforcement Learning
  2 Dec 2020 0 repositories listed
• BSODA: A Bipartite Scalable Framework for Online Disease Diagnosis
  2 Dec 2020 0 repositories listed
• Pareto Deterministic Policy Gradients and Its Application in 5G Massive MIMO Networks
  2 Dec 2020 0 repositories listed
• A Safe Reinforcement Learning Architecture for Antenna Tilt Optimisation
  2 Dec 2020 0 repositories listed
• Sample Complexity of Policy Gradient Finding Second-Order Stationary Points
  2 Dec 2020 0 repositories listed
• A Learning-Exploring Method to Generate Diverse Paraphrases with Multi-Objective Deep Reinforcement Learning
  1 Dec 2020 0 repositories listed
• A Local Temporal Difference Code for Distributional Reinforcement Learning
  1 Dec 2020 0 repositories listed
• A new convergent variant of Q-learning with linear function approximation
  1 Dec 2020 0 repositories listed
• 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
• EcoLight: Intersection Control in Developing Regions Under Extreme Budget and Network Constraints
  1 Dec 2020 0 repositories listed
• ExpanRL: Hierarchical Reinforcement Learning for Course Concept Expansion in MOOCs
  1 Dec 2020 0 repositories listed
• Improving Neural Machine Translation for Sanskrit-English
  1 Dec 2020 0 repositories listed
• Improving the Naturalness and Diversity of Referring Expression Generation models using Minimum Risk Training
  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
• Leverage the Average: an Analysis of KL Regularization in Reinforcement Learning
  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
• Obtain Employee Turnover Rate and Optimal Reduction Strategy Based On Neural Network and Reinforcement Learning
  1 Dec 2020 0 repositories listed
• On Efficiency in Hierarchical Reinforcement Learning
  1 Dec 2020 0 repositories listed