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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 129 of 152: papers 12,801 to 12,900 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.

• Policy Optimization for ℋ₂ Linear Control with ℋ_∞ Robustness Guarantee: Implicit Regularization and Global Convergence
  21 Oct 2019 0 repositories listed
• Resource Allocation in Mobility-Aware Federated Learning Networks: A Deep Reinforcement Learning Approach
  21 Oct 2019 0 repositories listed
• Self-Supervised Sim-to-Real Adaptation for Visual Robotic Manipulation
  21 Oct 2019 0 repositories listed
• Autonomous Industrial Management via Reinforcement Learning: Self-Learning Agents for Decision-Making -- A Review
  20 Oct 2019 0 repositories listed
• Active 6D Multi-Object Pose Estimation in Cluttered Scenarios with Deep Reinforcement Learning
  19 Oct 2019 0 repositories listed
• Explainable AI: Deep Reinforcement Learning Agents for Residential Demand Side Cost Savings in Smart Grids
  19 Oct 2019 0 repositories listed
• Opinion shaping in social networks using reinforcement learning
  19 Oct 2019 0 repositories listed
• Graph Convolutional Policy for Solving Tree Decomposition via Reinforcement Learning Heuristics
  18 Oct 2019 0 repositories listed
• OffWorld Gym: open-access physical robotics environment for real-world reinforcement learning benchmark and research
  18 Oct 2019 0 repositories listed
• On Connections between Constrained Optimization and Reinforcement Learning
  18 Oct 2019 0 repositories listed
• On the Sample Complexity of Actor-Critic Method for Reinforcement Learning with Function Approximation
  18 Oct 2019 0 repositories listed
• Unsupervised Context Rewriting for Open Domain Conversation
  18 Oct 2019 0 repositories listed
• Adaptive Trade-Offs in Off-Policy Learning
  16 Oct 2019 0 repositories listed
• Conditional Importance Sampling for Off-Policy Learning
  16 Oct 2019 0 repositories listed
• Creativity in Robot Manipulation with Deep Reinforcement Learning
  16 Oct 2019 0 repositories listed
• Parallel Exploration via Negatively Correlated Search
  16 Oct 2019 0 repositories listed
• Reinforced Bit Allocation under Task-Driven Semantic Distortion Metrics
  16 Oct 2019 0 repositories listed
• A unified view of likelihood ratio and reparameterization gradients and an optimal importance sampling scheme
  14 Oct 2019 0 repositories listed
• Actor Critic with Differentially Private Critic
  14 Oct 2019 0 repositories listed
• Coordination of PV Smart Inverters Using Deep Reinforcement Learning for Grid Voltage Regulation
  14 Oct 2019 0 repositories listed
• Dynamic Graph Configuration with Reinforcement Learning for Connected Autonomous Vehicle Trajectories
  14 Oct 2019 0 repositories listed
• Federated Transfer Reinforcement Learning for Autonomous Driving
  14 Oct 2019 0 repositories listed
• On the Reduction of Variance and Overestimation of Deep Q-Learning
  14 Oct 2019 0 repositories listed
• Neural Program Synthesis By Self-Learning
  13 Oct 2019 0 repositories listed
• QoS and Jamming-Aware Wireless Networking Using Deep Reinforcement Learning
  13 Oct 2019 0 repositories listed
• Rethinking Exposure Bias In Language Modeling
  13 Oct 2019 0 repositories listed
• Curiosity-Driven Recommendation Strategy for Adaptive Learning via Deep Reinforcement Learning
  12 Oct 2019 0 repositories listed
• Uncertainty Quantification and Exploration for Reinforcement Learning
  12 Oct 2019 0 repositories listed
• Building HVAC Scheduling Using Reinforcement Learning via Neural Network Based Model Approximation
  11 Oct 2019 0 repositories listed
• Green Deep Reinforcement Learning for Radio Resource Management: Architecture, Algorithm Compression and Challenge
  11 Oct 2019 0 repositories listed
• Improving Gradient Estimation in Evolutionary Strategies With Past Descent Directions
  11 Oct 2019 0 repositories listed
• Modeling Cyber-Physical Human Systems via an Interplay Between Reinforcement Learning and Game Theory
  11 Oct 2019 0 repositories listed
• Autonomous Driving using Safe Reinforcement Learning by Incorporating a Regret-based Human Lane-Changing Decision Model
  10 Oct 2019 0 repositories listed
• A Dual-Hormone Closed-Loop Delivery System for Type 1 Diabetes Using Deep Reinforcement Learning
  9 Oct 2019 0 repositories listed
• Ctrl-Z: Recovering from Instability in Reinforcement Learning
  9 Oct 2019 0 repositories listed
• Defensive Escort Teams via Multi-Agent Deep Reinforcement Learning
  9 Oct 2019 0 repositories listed
• Fast Task-Adaptation for Tasks Labeled Using Natural Language in Reinforcement Learning
  9 Oct 2019 0 repositories listed
• Imagined Value Gradients: Model-Based Policy Optimization with Transferable Latent Dynamics Models
  9 Oct 2019 0 repositories listed
• Improving Generalization in Meta Reinforcement Learning using Learned Objectives
  9 Oct 2019 0 repositories listed
• Integrating Behavior Cloning and Reinforcement Learning for Improved Performance in Dense and Sparse Reward Environments
  9 Oct 2019 0 repositories listed
• Linear-Quadratic Mean-Field Reinforcement Learning: Convergence of Policy Gradient Methods
  9 Oct 2019 0 repositories listed
• Model-Based Reinforcement Learning Exploiting State-Action Equivalence
  9 Oct 2019 0 repositories listed
• Model-based Reinforcement Learning for Predictions and Control for Limit Order Books
  9 Oct 2019 0 repositories listed
• Multiple-objective Reinforcement Learning for Inverse Design and Identification
  9 Oct 2019 0 repositories listed
• Black-box Optimizer with Implicit Natural Gradient
  9 Oct 2019 0 repositories listed
• Tactical Reward Shaping: Bypassing Reinforcement Learning with Strategy-Based Goals
  8 Oct 2019 0 repositories listed
• Is a Good Representation Sufficient for Sample Efficient Reinforcement Learning?
  7 Oct 2019 0 repositories listed
• Multi-Agent Reinforcement Learning for Order-dispatching via Order-Vehicle Distribution Matching
  7 Oct 2019 0 repositories listed
• Multi-step Greedy Reinforcement Learning Algorithms
  7 Oct 2019 0 repositories listed
• Reinforcement Learning with Structured Hierarchical Grammar Representations of Actions
  7 Oct 2019 0 repositories listed
• Biased Aggregation, Rollout, and Enhanced Policy Improvement for Reinforcement Learning
  6 Oct 2019 0 repositories listed
• Probabilistic Successor Representations with Kalman Temporal Differences
  6 Oct 2019 0 repositories listed
• Attention-based Fault-tolerant Approach for Multi-agent Reinforcement Learning Systems
  5 Oct 2019 0 repositories listed
• DeepMNavigate: Deep Reinforced Multi-Robot Navigation Unifying Local & Global Collision Avoidance
  4 Oct 2019 0 repositories listed
• Discounted Reinforcement Learning Is Not an Optimization Problem
  4 Oct 2019 0 repositories listed
• I'm sorry Dave, I'm afraid I can't do that, Deep Q-learning from forbidden action
  4 Oct 2019 0 repositories listed
• Manufacturing Dispatching using Reinforcement and Transfer Learning
  4 Oct 2019 0 repositories listed
• Zero Shot Learning on Simulated Robots
  4 Oct 2019 0 repositories listed
• Hybrid Zero Dynamics Inspired Feedback Control Policy Design for 3D Bipedal Locomotion using Reinforcement Learning
  3 Oct 2019 0 repositories listed
• Machine learning strategies for path-planning microswimmers in turbulent flows
  3 Oct 2019 0 repositories listed
• SensorDrop: A Reinforcement Learning Framework for Communication Overhead Reduction on the Edge
  3 Oct 2019 0 repositories listed
• Using Logical Specifications of Objectives in Multi-Objective Reinforcement Learning
  3 Oct 2019 0 repositories listed
• AI Assisted Annotator using Reinforcement Learning
  2 Oct 2019 0 repositories listed
• CWAE-IRL: Formulating a supervised approach to Inverse Reinforcement Learning problem
  2 Oct 2019 0 repositories listed
• Deep Reinforcement Learning for Single-Shot Diagnosis and Adaptation in Damaged Robots
  2 Oct 2019 0 repositories listed
• Review of Learning-based Longitudinal Motion Planning for Autonomous Vehicles: Research Gaps between Self-driving and Traffic Congestion
  2 Oct 2019 0 repositories listed
• Language is Power: Representing States Using Natural Language in Reinforcement Learning
  2 Oct 2019 0 repositories listed
• Relationship Explainable Multi-objective Optimization Via Vector Value Function Based Reinforcement Learning
  2 Oct 2019 0 repositories listed
• Never Worse, Mostly Better: Stable Policy Improvement in Deep Reinforcement Learning
  2 Oct 2019 0 repositories listed
• Deep Reinforcement Active Learning for Human-in-the-Loop Person Re-Identification
  1 Oct 2019 0 repositories listed
• Fair Loss: Margin-Aware Reinforcement Learning for Deep Face Recognition
  1 Oct 2019 0 repositories listed
• Generalization in Generation: A closer look at Exposure Bias
  1 Oct 2019 0 repositories listed
• Generating Paraphrases with Lean Vocabulary
  1 Oct 2019 0 repositories listed
• Machine Translation for Machines: the Sentiment Classification Use Case
  1 Oct 2019 0 repositories listed
• Quantile QT-Opt for Risk-Aware Vision-Based Robotic Grasping
  1 Oct 2019 0 repositories listed
• Reinforcement Learning for Multi-Objective Optimization of Online Decisions in High-Dimensional Systems
  1 Oct 2019 0 repositories listed
• Dynamic Interaction-Aware Scene Understanding for Reinforcement Learning in Autonomous Driving
  30 Sep 2019 0 repositories listed
• MGHRL: Meta Goal-generation for Hierarchical Reinforcement Learning
  30 Sep 2019 0 repositories listed
• End-to-End Motion Planning of Quadrotors Using Deep Reinforcement Learning
  30 Sep 2019 0 repositories listed
• RLCache: Automated Cache Management Using Reinforcement Learning
  30 Sep 2019 0 repositories listed
• Tensor-based Cooperative Control for Large Scale Multi-intersection Traffic Signal Using Deep Reinforcement Learning and Imitation Learning
  30 Sep 2019 0 repositories listed
• Accelerating the Computation of UCB and Related Indices for Reinforcement Learning
  28 Sep 2019 0 repositories listed
• Deep Reinforcement Learning Based Power control for Wireless Multicast Systems
  27 Sep 2019 0 repositories listed
• Interaction-Aware Multi-Agent Reinforcement Learning for Mobile Agents with Individual Goals
  27 Sep 2019 0 repositories listed
• Playing Atari Ball Games with Hierarchical Reinforcement Learning
  27 Sep 2019 0 repositories listed
• Safe Reinforcement Learning on Autonomous Vehicles
  27 Sep 2019 0 repositories listed
• SURREAL-System: Fully-Integrated Stack for Distributed Deep Reinforcement Learning
  27 Sep 2019 0 repositories listed
• CAQL: Continuous Action Q-Learning
  26 Sep 2019 0 repositories listed
• MERL: Multi-Head Reinforcement Learning
  26 Sep 2019 0 repositories listed
• Relationship Explainable Multi-objective Reinforcement Learning with Semantic Explainability Generation
  26 Sep 2019 0 repositories listed
• Towards a Metric for Automated Conversational Dialogue System Evaluation and Improvement
  26 Sep 2019 0 repositories listed
• Adapt-to-Learn: Policy Transfer in Reinforcement Learning
  25 Sep 2019 0 repositories listed
• Advantage Weighted Regression: Simple and Scalable Off-Policy Reinforcement Learning
  25 Sep 2019 0 repositories listed
• Assessing Generalization in TD methods for Deep Reinforcement Learning
  25 Sep 2019 0 repositories listed
• Attention Privileged Reinforcement Learning for Domain Transfer
  25 Sep 2019 0 repositories listed
• AUGMENTED POLICY GRADIENT METHODS FOR EFFICIENT REINFORCEMENT LEARNING
  25 Sep 2019 0 repositories listed
• Avoiding Negative Side-Effects and Promoting Safe Exploration with Imaginative Planning
  25 Sep 2019 0 repositories listed
• BANANAS: Bayesian Optimization with Neural Networks for Neural Architecture Search
  25 Sep 2019 0 repositories listed
• Behavior-Guided Reinforcement Learning
  25 Sep 2019 0 repositories listed
• CAPACITY-LIMITED REINFORCEMENT LEARNING: APPLICATIONS IN DEEP ACTOR-CRITIC METHODS FOR CONTINUOUS CONTROL
  25 Sep 2019 0 repositories listed