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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 88 of 132: papers 8,701 to 8,800 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.

• Reinforcement Learning Based Asymmetrical DNN Modularization for Optimal Loading
  1 Jan 2021 0 repositories listed
• Reinforcement Learning for Control with Probabilistic Stability Guarantee
  1 Jan 2021 0 repositories listed
• Reinforcement Learning with Bayesian Classifiers: Efficient Skill Learning from Outcome Examples
  1 Jan 2021 0 repositories listed
• Representation Balancing Offline Model-based Reinforcement Learning
  1 Jan 2021 0 repositories listed
• RMIX: Risk-Sensitive Multi-Agent Reinforcement Learning
  1 Jan 2021 0 repositories listed
• Robust Imitation via Decision-Time Planning
  1 Jan 2021 0 repositories listed
• Robust Multi-Agent Reinforcement Learning Driven by Correlated Equilibrium
  1 Jan 2021 0 repositories listed
• Robust Offline Reinforcement Learning from Low-Quality Data
  1 Jan 2021 0 repositories listed
• Scalable Bayesian Inverse Reinforcement Learning by Auto-Encoding Reward
  1 Jan 2021 0 repositories listed
• Success-Rate Targeted Reinforcement Learning by Disorientation Penalty
  1 Jan 2021 0 repositories listed
• Unbiased learning with State-Conditioned Rewards in Adversarial Imitation Learning
  1 Jan 2021 0 repositories listed
• Uncertainty Weighted Offline Reinforcement Learning
  1 Jan 2021 0 repositories listed
• Understanding and Leveraging Causal Relations in Deep Reinforcement Learning
  1 Jan 2021 0 repositories listed
• Unsupervised Active Pre-Training for Reinforcement Learning
  1 Jan 2021 0 repositories listed
• UPDeT: Universal Multi-agent RL via Policy Decoupling with Transformers
  1 Jan 2021 0 repositories listed
• Visual Imitation with Reinforcement Learning using Recurrent Siamese Networks
  1 Jan 2021 0 repositories listed
• What are the Statistical Limits of Batch RL with Linear Function Approximation?
  1 Jan 2021 0 repositories listed
• When Is Generalizable Reinforcement Learning Tractable?
  1 Jan 2021 0 repositories listed
• Curriculum-based Deep Reinforcement Learning for Quantum Control
  31 Dec 2020 0 repositories listed
• Relational Deep Reinforcement Learning for Routing in Wireless Networks
  31 Dec 2020 0 repositories listed
• Toward Reliable Designs of Data-Driven Reinforcement Learning Tracking Control for Euler-Lagrange Systems
  31 Dec 2020 0 repositories listed
• LISPR: An Options Framework for Policy Reuse with Reinforcement Learning
  29 Dec 2020 0 repositories listed
• Risk-Sensitive Deep RL: Variance-Constrained Actor-Critic Provably Finds Globally Optimal Policy
  28 Dec 2020 0 repositories listed
• Portfolio Optimization with 2D Relative-Attentional Gated Transformer
  27 Dec 2020 0 repositories listed
• Stability-Certified Reinforcement Learning via Spectral Normalization
  26 Dec 2020 0 repositories listed
• Towards sample-efficient episodic control with DAC-ML
  26 Dec 2020 0 repositories listed
• Towards Continual Reinforcement Learning: A Review and Perspectives
  25 Dec 2020 0 repositories listed
• A State Representation Dueling Network for Deep Reinforcement Learning
  24 Dec 2020 0 repositories listed
• Assured RL: Reinforcement Learning with Almost Sure Constraints
  24 Dec 2020 0 repositories listed
• Learning Vehicle Routing Problems using Policy Optimisation
  24 Dec 2020 0 repositories listed
• SCC: an efficient deep reinforcement learning agent mastering the game of StarCraft II
  24 Dec 2020 0 repositories listed
• SPOTTER: Extending Symbolic Planning Operators through Targeted Reinforcement Learning
  24 Dec 2020 0 repositories listed
• Unsupervised deep clustering and reinforcement learning can accurately segment MRI brain tumors with very small training sets
  24 Dec 2020 0 repositories listed
• Scalable Deep Reinforcement Learning for Routing and Spectrum Access in Physical Layer
  22 Dec 2020 0 repositories listed
• Mobile Robot Planner with Low-cost Cameras Using Deep Reinforcement Learning
  21 Dec 2020 0 repositories listed
• Reinforcement Learning-based Product Delivery Frequency Control
  20 Dec 2020 0 repositories listed
• Quantum reinforcement learning in continuous action space
  19 Dec 2020 0 repositories listed
• Exact Reduction of Huge Action Spaces in General Reinforcement Learning
  18 Dec 2020 0 repositories listed
• Hierarchical principles of embodied reinforcement learning: A review
  18 Dec 2020 0 repositories listed
• Reinforcement Learning for Test Case Prioritization
  18 Dec 2020 0 repositories listed
• Curiosity in exploring chemical space: Intrinsic rewards for deep molecular reinforcement learning
  17 Dec 2020 0 repositories listed
• Interactive Question Clarification in Dialogue via Reinforcement Learning
  17 Dec 2020 0 repositories listed
• Autotelic Agents with Intrinsically Motivated Goal-Conditioned Reinforcement Learning: a Short Survey
  17 Dec 2020 0 repositories listed
• MAGNet: Multi-agent Graph Network for Deep Multi-agent Reinforcement Learning
  17 Dec 2020 0 repositories listed
• A comparative evaluation of machine learning methods for robot navigation through human crowds
  16 Dec 2020 0 repositories listed
• Batch-Constrained Distributional Reinforcement Learning for Session-based Recommendation
  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
• 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
• 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
• 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
• 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
• 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 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
• 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
• 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
• 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
• 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
• Emergence of Different Modes of Tool Use in a Reaching and Dragging Task
  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
• Vehicular Cooperative Perception Through Action Branching and Federated Reinforcement Learning
  7 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
• 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
• 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
• Driving-Policy Adaptive Safeguard for Autonomous Vehicles Using Reinforcement Learning
  2 Dec 2020 0 repositories listed
• A Safe Reinforcement Learning Architecture for Antenna Tilt Optimisation
  2 Dec 2020 0 repositories listed
• A Local Temporal Difference Code for Distributional Reinforcement Learning
  1 Dec 2020 0 repositories listed