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Deep Reinforcement Learning

Papers archive 2025-07-28

archive papers tagged: 5,822 · with a code link: 1,739 · where Syntology ran a sample: 398 (340 with a run with no instrument failure, 58 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (398 of 5,822 tagged: 340 with a run with no instrument failure, 58 where every run was a failure of Syntology's instrument)

Page 44 of 59: papers 4,301 to 4,400 of 5,822, 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.

• Smart Feasibility Pump: Reinforcement Learning for (Mixed) Integer Programming
  18 Feb 2021 0 repositories listed
• Strategic bidding in freight transport using deep reinforcement learning
  18 Feb 2021 0 repositories listed
• Efficient Scheduling of Data Augmentation for Deep Reinforcement Learning
  17 Feb 2021 0 repositories listed
• Active Privacy-utility Trade-off Against a Hypothesis Testing Adversary
  16 Feb 2021 0 repositories listed
• Training Larger Networks for Deep Reinforcement Learning
  16 Feb 2021 0 repositories listed
• Reinforcement Learning for IoT Security: A Comprehensive Survey
  14 Feb 2021 0 repositories listed
• Sparse Attention Guided Dynamic Value Estimation for Single-Task Multi-Scene Reinforcement Learning
  14 Feb 2021 0 repositories listed
• Modelling Cooperation in Network Games with Spatio-Temporal Complexity
  13 Feb 2021 0 repositories listed
• Deep Reinforcement Learning for Backup Strategies against Adversaries
  12 Feb 2021 0 repositories listed
• Generalizing Decision Making for Automated Driving with an Invariant Environment Representation using Deep Reinforcement Learning
  12 Feb 2021 0 repositories listed
• Deep Reinforcement Learning for Combinatorial Optimization: Covering Salesman Problems
  11 Feb 2021 0 repositories listed
• Deep Reinforcement Learning for Portfolio Optimization using Latent Feature State Space (LFSS) Module
  11 Feb 2021 0 repositories listed
• Adaptive Processor Frequency Adjustment for Mobile Edge Computing with Intermittent Energy Supply
  10 Feb 2021 0 repositories listed
• Deep Reinforcement Learning with Symmetric Prior for Predictive Power Allocation to Mobile Users
  10 Feb 2021 0 repositories listed
• Learning Equational Theorem Proving
  10 Feb 2021 0 repositories listed
• Measuring Progress in Deep Reinforcement Learning Sample Efficiency
  9 Feb 2021 0 repositories listed
• Scheduling the NASA Deep Space Network with Deep Reinforcement Learning
  9 Feb 2021 0 repositories listed
• Corner Case Generation and Analysis for Safety Assessment of Autonomous Vehicles
  6 Feb 2021 0 repositories listed
• Improving Model and Search for Computer Go
  6 Feb 2021 0 repositories listed
• Multi-Agent Deep Reinforcement Learning for Request Dispatching in Distributed-Controller Software-Defined Networking
  6 Feb 2021 0 repositories listed
• Experience-Based Heuristic Search: Robust Motion Planning with Deep Q-Learning
  5 Feb 2021 0 repositories listed
• Deep reinforcement learning-based image classification achieves perfect testing set accuracy for MRI brain tumors with a training set of only 30 images
  4 Feb 2021 0 repositories listed
• How to Train Your Robot with Deep Reinforcement Learning; Lessons We've Learned
  4 Feb 2021 0 repositories listed
• An Abstraction-based Method to Check Multi-Agent Deep Reinforcement-Learning Behaviors
  2 Feb 2021 0 repositories listed
• Approximately Solving Mean Field Games via Entropy-Regularized Deep Reinforcement Learning
  2 Feb 2021 0 repositories listed
• A step toward a reinforcement learning de novo genome assembler
  2 Feb 2021 0 repositories listed
• DRLDO: A novel DRL based De-ObfuscationSystem for Defense against Metamorphic Malware
  1 Feb 2021 0 repositories listed
• Hybrid Beamforming for mmWave MU-MISO Systems Exploiting Multi-agent Deep Reinforcement Learning
  1 Feb 2021 0 repositories listed
• Throughput Optimization for Grant-Free Multiple Access With Multiagent Deep Reinforcement Learning
  1 Feb 2021 0 repositories listed
• Deep Reinforcement Learning Aided Monte Carlo Tree Search for MIMO Detection
  30 Jan 2021 0 repositories listed
• Deep Reinforcement Learning-Based Product Recommender for Online Advertising
  30 Jan 2021 0 repositories listed
• Learning-based vs Model-free Adaptive Control of a MAV under Wind Gust
  29 Jan 2021 0 repositories listed
• Scalable Voltage Control using Structure-Driven Hierarchical Deep Reinforcement Learning
  29 Jan 2021 0 repositories listed
• Thermal Control of Laser Powder Bed Fusion Using Deep Reinforcement Learning
  29 Jan 2021 0 repositories listed
• Reconfigurable Intelligent Surface Enabled Vehicular Communication: Joint User Scheduling and Passive Beamforming
  28 Jan 2021 0 repositories listed
• Investigating Bi-Level Optimization for Learning and Vision from a Unified Perspective: A Survey and Beyond
  27 Jan 2021 0 repositories listed
• The MineRL 2020 Competition on Sample Efficient Reinforcement Learning using Human Priors
  26 Jan 2021 0 repositories listed
• GST: Group-Sparse Training for Accelerating Deep Reinforcement Learning
  24 Jan 2021 0 repositories listed
• Multi-intersection Traffic Optimisation: A Benchmark Dataset and a Strong Baseline
  24 Jan 2021 0 repositories listed
• Learning Setup Policies: Reliable Transition Between Locomotion Behaviours
  23 Jan 2021 0 repositories listed
• Multi-hop RIS-Empowered Terahertz Communications: A DRL-based Hybrid Beamforming Design
  22 Jan 2021 0 repositories listed
• Deep Reinforcement Learning with Spatio-temporal Traffic Forecasting for Data-Driven Base Station Sleep Control
  21 Jan 2021 0 repositories listed
• Flocking and Collision Avoidance for a Dynamic Squad of Fixed-Wing UAVs Using Deep Reinforcement Learning
  20 Jan 2021 0 repositories listed
• Deep Reinforcement Learning Optimizes Graphene Nanopores for Efficient Desalination
  19 Jan 2021 0 repositories listed
• Deep Reinforcement Learning with Embedded LQR Controllers
  18 Jan 2021 0 repositories listed
• Stable deep reinforcement learning method by predicting uncertainty in rewards as a subtask
  18 Jan 2021 0 repositories listed
• Adaptive Remote Sensing Image Attribute Learning for Active Object Detection
  16 Jan 2021 0 repositories listed
• Affordance-based Reinforcement Learning for Urban Driving
  15 Jan 2021 0 repositories listed
• Deep Reinforcement Learning for Haptic Shared Control in Unknown Tasks
  15 Jan 2021 0 repositories listed
• Reinforcement learning based recommender systems: A survey
  15 Jan 2021 0 repositories listed
• Cocktail Edge Caching: Ride Dynamic Trends of Content Popularity with Ensemble Learning
  14 Jan 2021 0 repositories listed
• Evaluating the Robustness of Collaborative Agents
  14 Jan 2021 0 repositories listed
• A Deep Reinforcement Learning Framework for Eco-driving in Connected and Automated Hybrid Electric Vehicles
  13 Jan 2021 0 repositories listed
• Learning and Fast Adaptation for Grid Emergency Control via Deep Meta Reinforcement Learning
  13 Jan 2021 0 repositories listed
• Robust and Scalable Routing with Multi-Agent Deep Reinforcement Learning for MANETs
  9 Jan 2021 0 repositories listed
• Deep Reinforcement Learning with Quantum-inspired Experience Replay
  6 Jan 2021 0 repositories listed
• An A* Curriculum Approach to Reinforcement Learning for RGBD Indoor Robot Navigation
  5 Jan 2021 0 repositories listed
• Effective Communications: A Joint Learning and Communication Framework for Multi-Agent Reinforcement Learning over Noisy Channels
  2 Jan 2021 0 repositories listed
• A Robust Fuel Optimization Strategy For Hybrid Electric Vehicles: A Deep Reinforcement Learning Based Continuous Time Design Approach
  1 Jan 2021 0 repositories listed
• A Survey on Deep Reinforcement Learning for Audio-Based Applications
  1 Jan 2021 0 repositories listed
• Average Reward Reinforcement Learning with Monotonic Policy Improvement
  1 Jan 2021 0 repositories listed
• Benchmarking Multi-Agent Deep Reinforcement Learning Algorithms
  1 Jan 2021 0 repositories listed
• Bounded Myopic Adversaries for Deep Reinforcement Learning Agents
  1 Jan 2021 0 repositories listed
• Compute- and Memory-Efficient Reinforcement Learning with Latent Experience Replay
  1 Jan 2021 0 repositories listed
• Coordinated Multi-Agent Exploration Using Shared Goals
  1 Jan 2021 0 repositories listed
• Cross-State Self-Constraint for Feature Generalization in Deep Reinforcement Learning
  1 Jan 2021 0 repositories listed
• Daylight: Assessing Generalization Skills of Deep Reinforcement Learning Agents
  1 Jan 2021 0 repositories listed
• Deep Q Learning from Dynamic Demonstration with Behavioral Cloning
  1 Jan 2021 0 repositories listed
• Deep Q-Learning with Low Switching Cost
  1 Jan 2021 0 repositories listed
• Deep Reinforcement Learning-based Anti-jamming Power Allocation in a Two-cell NOMA Network
  1 Jan 2021 0 repositories listed
• Deep Reinforcement Learning With Adaptive Combined Critics
  1 Jan 2021 0 repositories listed
• Discrete Predictive Representation for Long-horizon Planning
  1 Jan 2021 0 repositories listed
• Exploring Transferability of Perturbations in Deep Reinforcement Learning
  1 Jan 2021 0 repositories listed
• Factored Action Spaces in Deep Reinforcement Learning
  1 Jan 2021 0 repositories listed
• FactoredRL: Leveraging Factored Graphs for Deep Reinforcement Learning
  1 Jan 2021 0 repositories listed
• Genetic Soft Updates for Policy Evolution in Deep Reinforcement Learning
  1 Jan 2021 0 repositories listed
• Interpretable Reinforcement Learning With Neural Symbolic Logic
  1 Jan 2021 0 repositories listed
• Intrinsically Guided Exploration in Meta Reinforcement Learning
  1 Jan 2021 0 repositories listed
• Learning Latent Landmarks for Generalizable Planning
  1 Jan 2021 0 repositories listed
• Learning Predictive Communication by Imagination in Networked System Control
  1 Jan 2021 0 repositories listed
• Monotonic Robust Policy Optimization with Model Discrepancy
  1 Jan 2021 0 repositories listed
• Optimistic Exploration with Backward Bootstrapped Bonus for Deep Reinforcement Learning
  1 Jan 2021 0 repositories listed
• PGPS : Coupling Policy Gradient with Population-based Search
  1 Jan 2021 0 repositories listed
• Playing Atari with Capsule Networks: A systematic comparison of CNN and CapsNets-based agents.
  1 Jan 2021 0 repositories listed
• Practical Marginalized Importance Sampling with the Successor Representation
  1 Jan 2021 0 repositories listed
• ReaPER: Improving Sample Efficiency in Model-Based Latent Imagination
  1 Jan 2021 0 repositories listed
• Simple Augmentation Goes a Long Way: ADRL for DNN Quantization
  1 Jan 2021 0 repositories listed
• Understanding and Leveraging Causal Relations in Deep Reinforcement Learning
  1 Jan 2021 0 repositories listed
• Using Deep Reinforcement Learning to Train and Evaluate Instructional Sequencing Policies for an Intelligent Tutoring System
  1 Jan 2021 0 repositories listed
• Weighted Bellman Backups for Improved Signal-to-Noise in Q-Updates
  1 Jan 2021 0 repositories listed
• Autonomous Maintenance in IoT Networks via AoI-driven Deep Reinforcement Learning
  31 Dec 2020 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
• Robotic Grasping of Fully-Occluded Objects using RF Perception
  31 Dec 2020 0 repositories listed
• A Deep Reinforcement Learning Based Multi-Criteria Decision Support System for Textile Manufacturing Process Optimization
  29 Dec 2020 0 repositories listed
• Leveraging AI and Intelligent Reflecting Surface for Energy-Efficient Communication in 6G IoT
  29 Dec 2020 0 repositories listed
• Federated Multi-Agent Actor-Critic Learning for Age Sensitive Mobile Edge Computing
  28 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
• Towards sample-efficient episodic control with DAC-ML
  26 Dec 2020 0 repositories listed