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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 94 of 152: papers 9,301 to 9,400 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.

• Wish you were here: Hindsight Goal Selection for long-horizon dexterous manipulation
  1 Dec 2021 0 repositories listed
• Energy-Efficient Design for a NOMA assisted STAR-RIS Network with Deep Reinforcement Learning
  30 Nov 2021 0 repositories listed
• MAMRL: Exploiting Multi-agent Meta Reinforcement Learning in WAN Traffic Engineering
  30 Nov 2021 0 repositories listed
• Model-Free μ Synthesis via Adversarial Reinforcement Learning
  30 Nov 2021 0 repositories listed
• Risk-based implementation of COLREGs for autonomous surface vehicles using deep reinforcement learning
  30 Nov 2021 0 repositories listed
• The Power of Communication in a Distributed Multi-Agent System
  30 Nov 2021 0 repositories listed
• DeepCQ+: Robust and Scalable Routing with Multi-Agent Deep Reinforcement Learning for Highly Dynamic Networks
  29 Nov 2021 0 repositories listed
• Final Adaptation Reinforcement Learning for N-Player Games
  29 Nov 2021 0 repositories listed
• How Can Creativity Occur in Multi-Agent Systems?
  29 Nov 2021 0 repositories listed
• Improving Zero-shot Generalization in Offline Reinforcement Learning using Generalized Similarity Functions
  29 Nov 2021 0 repositories listed
• Multi-UAV Conflict Resolution with Graph Convolutional Reinforcement Learning
  29 Nov 2021 0 repositories listed
• Pessimistic Model Selection for Offline Deep Reinforcement Learning
  29 Nov 2021 0 repositories listed
• Reinforcement Learning Algorithm for Traffic Steering in Heterogeneous Network
  29 Nov 2021 0 repositories listed
• Count-Based Temperature Scheduling for Maximum Entropy Reinforcement Learning
  28 Nov 2021 0 repositories listed
• Measuring Data Quality for Dataset Selection in Offline Reinforcement Learning
  26 Nov 2021 0 repositories listed
• Reinforcement Explanation Learning
  26 Nov 2021 0 repositories listed
• A Comparative Analysis of Machine Learning Techniques for IoT Intrusion Detection
  25 Nov 2021 0 repositories listed
• DeepWiVe: Deep-Learning-Aided Wireless Video Transmission
  25 Nov 2021 0 repositories listed
• Distributed Policy Gradient with Variance Reduction in Multi-Agent Reinforcement Learning
  25 Nov 2021 0 repositories listed
• Real-world challenges for multi-agent reinforcement learning in grid-interactive buildings
  25 Nov 2021 0 repositories listed
• Towards Modularity Optimization Using Reinforcement Learning to Community Detection in Dynamic Social Networks
  25 Nov 2021 0 repositories listed
• A note on stabilizing reinforcement learning
  24 Nov 2021 0 repositories listed
• A Review for Deep Reinforcement Learning in Atari: Benchmarks, Challenges, and Solutions
  24 Nov 2021 0 repositories listed
• Application of Multi-Agent Reinforcement Learning for Battery Management in Renewable Mini-Grids
  24 Nov 2021 0 repositories listed
• GDI: Rethinking What Makes Reinforcement Learning Different from Supervised Learning
  24 Nov 2021 0 repositories listed
• How does AI play football? An analysis of RL and real-world football strategies
  24 Nov 2021 0 repositories listed
• Learning to Schedule Heuristics for the Simultaneous Stochastic Optimization of Mining Complexes
  24 Nov 2021 0 repositories listed
• Reinforcement Learning based Path Exploration for Sequential Explainable Recommendation
  24 Nov 2021 0 repositories listed
• On the (In)Tractability of Reinforcement Learning for LTL Objectives
  24 Nov 2021 0 repositories listed
• Reversible Action Design for Combinatorial Optimization with ReinforcementLearning
  24 Nov 2021 0 repositories listed
• SatNet: A Benchmark for Satellite Scheduling Optimization
  24 Nov 2021 0 repositories listed
• Fixed Points in Cyber Space: Rethinking Optimal Evasion Attacks in the Age of AI-NIDS
  23 Nov 2021 0 repositories listed
• Generating GPU Compiler Heuristics using Reinforcement Learning
  23 Nov 2021 0 repositories listed
• Independent Learning in Stochastic Games
  23 Nov 2021 0 repositories listed
• Inducing Functions through Reinforcement Learning without Task Specification
  23 Nov 2021 0 repositories listed
• Reinforcement Learning for Volt-Var Control: A Novel Two-stage Progressive Training Strategy
  23 Nov 2021 0 repositories listed
• Semantic-Aware Collaborative Deep Reinforcement Learning Over Wireless Cellular Networks
  23 Nov 2021 0 repositories listed
• Symbol-Based Over-the-Air Digital Predistortion Using Reinforcement Learning
  23 Nov 2021 0 repositories listed
• A Free Lunch from the Noise: Provable and Practical Exploration for Representation Learning
  22 Nov 2021 0 repositories listed
• An application of reinforcement learning to residential energy storage under real-time pricing
  22 Nov 2021 0 repositories listed
• Efficient Bayesian Inverse Reinforcement Learning via Conditional Kernel Density Estimation
  22 Nov 2021 0 repositories listed
• Multi-agent Bayesian Deep Reinforcement Learning for Microgrid Energy Management under Communication Failures
  22 Nov 2021 0 repositories listed
• UMBRELLA: Uncertainty-Aware Model-Based Offline Reinforcement Learning Leveraging Planning
  22 Nov 2021 0 repositories listed
• A Hybrid Neuro-Symbolic approach for Text-Based Games using Inductive Logic Programming
  21 Nov 2021 0 repositories listed
• Offline Reinforcement Learning: Fundamental Barriers for Value Function Approximation
  21 Nov 2021 0 repositories listed
• Reinforcement Learning with General LTL Objectives is Intractable
  21 Nov 2021 0 repositories listed
• Renewable energy integration and microgrid energy trading using multi-agent deep reinforcement learning
  21 Nov 2021 0 repositories listed
• Vulcan: Solving the Steiner Tree Problem with Graph Neural Networks and Deep Reinforcement Learning
  21 Nov 2021 0 repositories listed
• Explainable Biomedical Recommendations via Reinforcement Learning Reasoning on Knowledge Graphs
  20 Nov 2021 0 repositories listed
• Triples-to-Text Generation with Reinforcement Learning Based Graph-augmented Neural Networks
  20 Nov 2021 0 repositories listed
• Towards Safe, Explainable, and Regulated Autonomous Driving
  20 Nov 2021 0 repositories listed
• An Improved Reinforcement Learning Model Based on Sentiment Analysis
  19 Nov 2021 0 repositories listed
• Learn Quasi-stationary Distributions of Finite State Markov Chain
  19 Nov 2021 0 repositories listed
• Machine Learning for Mechanical Ventilation Control (Extended Abstract)
  19 Nov 2021 0 repositories listed
• Reinforcement Learning with Adaptive Curriculum Dynamics Randomization for Fault-Tolerant Robot Control
  19 Nov 2021 0 repositories listed
• Uncertainty-aware Low-Rank Q-Matrix Estimation for Deep Reinforcement Learning
  19 Nov 2021 0 repositories listed
• A Survey of Zero-shot Generalisation in Deep Reinforcement Learning
  18 Nov 2021 0 repositories listed
• Lifelong Reinforcement Learning with Temporal Logic Formulas and Reward Machines
  18 Nov 2021 0 repositories listed
• SEIHAI: A Sample-efficient Hierarchical AI for the MineRL Competition
  17 Nov 2021 0 repositories listed
• Self-Learning Tuning for Post-Silicon Validation
  17 Nov 2021 0 repositories listed
• A Multi-Document Coverage Reward for RELAXed Multi-Document Summarization
  16 Nov 2021 0 repositories listed
• Causal policy ranking
  16 Nov 2021 0 repositories listed
• CLARA: A Constrained Reinforcement Learning Based Resource Allocation Framework for Network Slicing
  16 Nov 2021 0 repositories listed
• Compressive Features in Offline Reinforcement Learning for Recommender Systems
  16 Nov 2021 0 repositories listed
• Context-Aware Language Modeling for Goal-Oriented Dialogue Systems
  16 Nov 2021 0 repositories listed
• Deep Reinforcement Learning for Entity Alignment
  16 Nov 2021 0 repositories listed
• Empathetic Persuasion: Reinforcing Empathy and Persuasiveness in Dialogue Systems
  16 Nov 2021 0 repositories listed
• Improving Learning from Demonstrations by Learning from Experience
  16 Nov 2021 0 repositories listed
• MAD for Robust Reinforcement Learning in Machine Translation
  16 Nov 2021 0 repositories listed
• Post-processing Networks: A Method for Optimizing Pipeline Task-oriented Dialogue Systems using Reinforcement Learning
  16 Nov 2021 0 repositories listed
• Probing the Robustness of Trained Metrics for Conversational Dialogue Systems
  16 Nov 2021 0 repositories listed
• Reinforcement Learning with Feedback from Multiple Humans with Diverse Skills
  16 Nov 2021 0 repositories listed
• Route Optimization via Environment-Aware Deep Network and Reinforcement Learning
  16 Nov 2021 0 repositories listed
• Adversarial Skill Chaining for Long-Horizon Robot Manipulation via Terminal State Regularization
  15 Nov 2021 0 repositories listed
• Common Language for Goal-Oriented Semantic Communications: A Curriculum Learning Framework
  15 Nov 2021 0 repositories listed
• Optimism and Delays in Episodic Reinforcement Learning
  15 Nov 2021 0 repositories listed
• Exploiting Action Impact Regularity and Exogenous State Variables for Offline Reinforcement Learning
  15 Nov 2021 0 repositories listed
• ModelLight: Model-Based Meta-Reinforcement Learning for Traffic Signal Control
  15 Nov 2021 0 repositories listed
• The Partially Observable History Process
  15 Nov 2021 0 repositories listed
• Versatile Inverse Reinforcement Learning via Cumulative Rewards
  15 Nov 2021 0 repositories listed
• VisualEnv: visual Gym environments with Blender
  15 Nov 2021 0 repositories listed
• Explicit Explore, Exploit, or Escape (E⁴): near-optimal safety-constrained reinforcement learning in polynomial time
  14 Nov 2021 0 repositories listed
• Free Will Belief as a consequence of Model-based Reinforcement Learning
  14 Nov 2021 0 repositories listed
• Relative Distributed Formation and Obstacle Avoidance with Multi-agent Reinforcement Learning
  14 Nov 2021 0 repositories listed
• Deep Reinforcement Learning with Shallow Controllers: An Experimental Application to PID Tuning
  13 Nov 2021 0 repositories listed
• Obstacle Avoidance for UAS in Continuous Action Space Using Deep Reinforcement Learning
  13 Nov 2021 0 repositories listed
• Robust Deep Reinforcement Learning for Extractive Legal Summarization
  13 Nov 2021 0 repositories listed
• Where to Look: A Unified Attention Model for Visual Recognition with Reinforcement Learning
  13 Nov 2021 0 repositories listed
• AWD3: Dynamic Reduction of the Estimation Bias
  12 Nov 2021 0 repositories listed
• Causal Multi-Agent Reinforcement Learning: Review and Open Problems
  12 Nov 2021 0 repositories listed
• DriverGym: Democratising Reinforcement Learning for Autonomous Driving
  12 Nov 2021 0 repositories listed
• Collaboration Promotes Group Resilience in Multi-Agent AI
  12 Nov 2021 0 repositories listed
• RLOps: Development Life-cycle of Reinforcement Learning Aided Open RAN
  12 Nov 2021 0 repositories listed
• Adapting Surprise Minimizing Reinforcement Learning Techniques for Transactive Control
  11 Nov 2021 0 repositories listed
• Agent Spaces
  11 Nov 2021 0 repositories listed
• CubeTR: Learning to Solve The Rubiks Cube Using Transformers
  11 Nov 2021 0 repositories listed
• Model-Based Reinforcement Learning via Stochastic Hybrid Models
  11 Nov 2021 0 repositories listed
• Multi-agent Reinforcement Learning for Cooperative Lane Changing of Connected and Autonomous Vehicles in Mixed Traffic
  11 Nov 2021 0 repositories listed
• Towards Robust Knowledge Graph Embedding via Multi-task Reinforcement Learning
  11 Nov 2021 0 repositories listed
• Look Before You Leap: Safe Model-Based Reinforcement Learning with Human Intervention
  10 Nov 2021 0 repositories listed