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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 104 of 132: papers 10,301 to 10,400 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.

• End-to-End Motion Planning of Quadrotors Using Deep Reinforcement Learning
  30 Sep 2019 0 repositories listed
• Composite Q-learning: Multi-scale Q-function Decomposition and Separable Optimization
  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
• Optimizing Design Verification using Machine Learning: Doing better than Random
  28 Sep 2019 0 repositories listed
• Automated curricula through setter-solver interactions
  27 Sep 2019 0 repositories listed
• Counterfactual States for Atari Agents via Generative Deep Learning
  27 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
• Multi-Agent Actor-Critic with Hierarchical Graph Attention Network
  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
• A Re-classification of Information Seeking Tasks and Their Computational Solutions
  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
• 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
• City Metro Network Expansion with Reinforcement Learning
  25 Sep 2019 0 repositories listed
• Collaborative Inter-agent Knowledge Distillation for Reinforcement Learning
  25 Sep 2019 0 repositories listed
• Consistent Meta-Reinforcement Learning via Model Identification and Experience Relabeling
  25 Sep 2019 0 repositories listed
• Contextual Inverse Reinforcement Learning
  25 Sep 2019 0 repositories listed
• Counterfactual Regularization for Model-Based Reinforcement Learning
  25 Sep 2019 0 repositories listed
• CrossNorm: On Normalization for Off-Policy Reinforcement Learning
  25 Sep 2019 0 repositories listed
• DeepAGREL: Biologically plausible deep learning via direct reinforcement
  25 Sep 2019 0 repositories listed
• Do recent advancements in model-based deep reinforcement learning really improve data efficiency?
  25 Sep 2019 0 repositories listed
• Efficient meta reinforcement learning via meta goal generation
  25 Sep 2019 0 repositories listed
• Event Discovery for History Representation in Reinforcement Learning
  25 Sep 2019 0 repositories listed
• Generalizing Reinforcement Learning to Unseen Actions
  25 Sep 2019 0 repositories listed
• HIPPOCAMPAL NEURONAL REPRESENTATIONS IN CONTINUAL LEARNING
  25 Sep 2019 0 repositories listed
• How many weights are enough : can tensor factorization learn efficient policies ?
  25 Sep 2019 0 repositories listed
• Improving Exploration of Deep Reinforcement Learning using Planning for Policy Search
  25 Sep 2019 0 repositories listed
• Improving SAT Solver Heuristics with Graph Networks and Reinforcement Learning
  25 Sep 2019 0 repositories listed
• Learning Functionally Decomposed Hierarchies for Continuous Navigation Tasks
  25 Sep 2019 0 repositories listed
• Learning Key Steps to Attack Deep Reinforcement Learning Agents
  25 Sep 2019 0 repositories listed
• Learning Temporal Abstraction with Information-theoretic Constraints for Hierarchical Reinforcement Learning
  25 Sep 2019 0 repositories listed
• Learning to Detect Opinion Snippet for Aspect-Based Sentiment Analysis
  25 Sep 2019 0 repositories listed
• Learning to Reach Goals Without Reinforcement Learning
  25 Sep 2019 0 repositories listed
• Learning World Graph Decompositions To Accelerate Reinforcement Learning
  25 Sep 2019 0 repositories listed
• Model Ensemble-Based Intrinsic Reward for Sparse Reward Reinforcement Learning
  25 Sep 2019 0 repositories listed
• Model Imitation for Model-Based Reinforcement Learning
  25 Sep 2019 0 repositories listed
• Multi-Agent Hierarchical Reinforcement Learning for Humanoid Navigation
  25 Sep 2019 0 repositories listed
• Multi-step Greedy Policies in Model-Free Deep Reinforcement Learning
  25 Sep 2019 0 repositories listed
• Multiagent Reinforcement Learning in Games with an Iterated Dominance Solution
  25 Sep 2019 0 repositories listed
• Off-Policy Actor-Critic with Shared Experience Replay
  25 Sep 2019 0 repositories listed
• Policy Tree Network
  25 Sep 2019 0 repositories listed
• Multi-task Batch Reinforcement Learning with Metric Learning
  25 Sep 2019 0 repositories listed
• Pre-training as Batch Meta Reinforcement Learning with tiMe
  25 Sep 2019 0 repositories listed
• Probabilistic View of Multi-agent Reinforcement Learning: A Unified Approach
  25 Sep 2019 0 repositories listed
• QXplore: Q-Learning Exploration by Maximizing Temporal Difference Error
  25 Sep 2019 0 repositories listed
• Reinforcement learning for suppression of collective activity in oscillatory ensembles
  25 Sep 2019 0 repositories listed
• Reinforcement Learning with Chromatic Networks
  25 Sep 2019 0 repositories listed
• Risk Averse Value Expansion for Sample Efficient and Robust Policy Learning
  25 Sep 2019 0 repositories listed
• Robust Domain Randomization for Reinforcement Learning
  25 Sep 2019 0 repositories listed
• S2VG: Soft Stochastic Value Gradient method
  25 Sep 2019 0 repositories listed
• Solving single-objective tasks by preference multi-objective reinforcement learning
  25 Sep 2019 0 repositories listed
• Stabilizing Off-Policy Reinforcement Learning with Conservative Policy Gradients
  25 Sep 2019 0 repositories listed
• Striving for Simplicity in Off-Policy Deep Reinforcement Learning
  25 Sep 2019 0 repositories listed
• Subjective Reinforcement Learning for Open Complex Environments
  25 Sep 2019 0 repositories listed
• Temporal Difference Weighted Ensemble For Reinforcement Learning
  25 Sep 2019 0 repositories listed
• Towards Simplicity in Deep Reinforcement Learning: Streamlined Off-Policy Learning
  25 Sep 2019 0 repositories listed
• Training a Constrained Natural Media Painting Agent using Reinforcement Learning
  25 Sep 2019 0 repositories listed
• Variational Constrained Reinforcement Learning with Application to Planning at Roundabout
  25 Sep 2019 0 repositories listed
• Brain-Inspired Hardware for Artificial Intelligence: Accelerated Learning in a Physical-Model Spiking Neural Network
  24 Sep 2019 0 repositories listed
• Controlling an Autonomous Vehicle with Deep Reinforcement Learning
  24 Sep 2019 0 repositories listed
• Efficient Inference and Exploration for Reinforcement Learning
  24 Sep 2019 0 repositories listed
• Power Allocation in Cache-Aided NOMA Systems: Optimization and Deep Reinforcement Learning Approaches
  24 Sep 2019 0 repositories listed
• Residual Reactive Navigation: Combining Classical and Learned Navigation Strategies For Deployment in Unknown Environments
  24 Sep 2019 0 repositories listed
• Active collaboration in relative observation for Multi-agent visual SLAM based on Deep Q Network
  23 Sep 2019 0 repositories listed
• Where to Look Next: Unsupervised Active Visual Exploration on 360° Input
  23 Sep 2019 0 repositories listed
• Robot Navigation in Crowds by Graph Convolutional Networks with Attention Learned from Human Gaze
  23 Sep 2019 0 repositories listed
• PAC Reinforcement Learning without Real-World Feedback
  23 Sep 2019 0 repositories listed
• Compiler-Level Matrix Multiplication Optimization for Deep Learning
  23 Sep 2019 0 repositories listed
• Constrained Attractor Selection Using Deep Reinforcement Learning
  23 Sep 2019 0 repositories listed
• Integrating independent and centralized multi-agent reinforcement learning for traffic signal network optimization
  23 Sep 2019 0 repositories listed
• Sensor-Augmented Neural Adaptive Bitrate Video Streaming on UAVs
  23 Sep 2019 0 repositories listed
• Why Does Hierarchy (Sometimes) Work So Well in Reinforcement Learning?
  23 Sep 2019 0 repositories listed
• Leveraging Human Guidance for Deep Reinforcement Learning Tasks
  21 Sep 2019 0 repositories listed
• A Layered Architecture for Active Perception: Image Classification using Deep Reinforcement Learning
  20 Sep 2019 0 repositories listed
• Learning an Adaptive Learning Rate Schedule
  20 Sep 2019 0 repositories listed
• How Much Do Unstated Problem Constraints Limit Deep Robotic Reinforcement Learning?
  20 Sep 2019 0 repositories listed
• Learning Your Way Without Map or Compass: Panoramic Target Driven Visual Navigation
  20 Sep 2019 0 repositories listed
• On the Convergence of Approximate and Regularized Policy Iteration Schemes
  20 Sep 2019 0 repositories listed
• Reconnaissance and Planning algorithm for constrained MDP
  20 Sep 2019 0 repositories listed
• Redirection Controller Using Reinforcement Learning
  20 Sep 2019 0 repositories listed
• MACS: Deep Reinforcement Learning based SDN Controller Synchronization Policy Design
  19 Sep 2019 0 repositories listed
• Learning Multi-Robot Decentralized Macro-Action-Based Policies via a Centralized Q-Net
  19 Sep 2019 0 repositories listed
• Revisit Policy Optimization in Matrix Form
  19 Sep 2019 0 repositories listed
• Robot Sound Interpretation: Combining Sight and Sound in Learning-Based Control
  19 Sep 2019 0 repositories listed
• Summary Level Training of Sentence Rewriting for Abstractive Summarization
  19 Sep 2019 0 repositories listed
• Instance-dependent ℓ_∞-bounds for policy evaluation in tabular reinforcement learning
  19 Sep 2019 0 repositories listed
• A Hierarchical Two-tier Approach to Hyper-parameter Optimization in Reinforcement Learning
  18 Sep 2019 0 repositories listed