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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 53 of 59: papers 5,201 to 5,300 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.

• RL-RRT: Kinodynamic Motion Planning via Learning Reachability Estimators from RL Policies
  10 Jul 2019 0 repositories listed
• Capturing Financial markets to apply Deep Reinforcement Learning
  9 Jul 2019 0 repositories listed
• Deep Learning based Wireless Resource Allocation with Application to Vehicular Networks
  7 Jul 2019 0 repositories listed
• AutoCompress: An Automatic DNN Structured Pruning Framework for Ultra-High Compression Rates
  6 Jul 2019 0 repositories listed
• Intrinsic Motivation Driven Intuitive Physics Learning using Deep Reinforcement Learning with Intrinsic Reward Normalization
  6 Jul 2019 0 repositories listed
• Deep Reinforcement Learning For Modeling Chit-Chat Dialog With Discrete Attributes
  5 Jul 2019 0 repositories listed
• On Inductive Biases in Deep Reinforcement Learning
  5 Jul 2019 0 repositories listed
• Perspective Taking in Deep Reinforcement Learning Agents
  3 Jul 2019 0 repositories listed
• Dynamic Face Video Segmentation via Reinforcement Learning
  2 Jul 2019 0 repositories listed
• Generalizing from a few environments in safety-critical reinforcement learning
  2 Jul 2019 0 repositories listed
• Modified Actor-Critics
  2 Jul 2019 0 repositories listed
• Designing Deep Reinforcement Learning for Human Parameter Exploration
  1 Jul 2019 0 repositories listed
• End-to-end Deep Reinforcement Learning Based Coreference Resolution
  1 Jul 2019 0 repositories listed
• FiDi-RL: Incorporating Deep Reinforcement Learning with Finite-Difference Policy Search for Efficient Learning of Continuous Control
  1 Jul 2019 0 repositories listed
• Collaboration of AI Agents via Cooperative Multi-Agent Deep Reinforcement Learning
  30 Jun 2019 0 repositories listed
• On Training Flexible Robots using Deep Reinforcement Learning
  29 Jun 2019 0 repositories listed
• Learning to Cope with Adversarial Attacks
  28 Jun 2019 0 repositories listed
• Demonstration-Guided Deep Reinforcement Learning of Control Policies for Dexterous Human-Robot Interaction
  27 Jun 2019 0 repositories listed
• Efficient Navigation of Colloidal Robots in an Unknown Environment via Deep Reinforcement Learning
  26 Jun 2019 0 repositories listed
• Neural Proximal/Trust Region Policy Optimization Attains Globally Optimal Policy
  25 Jun 2019 0 repositories listed
• Deep Conservative Policy Iteration
  24 Jun 2019 0 repositories listed
• Continual Reinforcement Learning with Diversity Exploration and Adversarial Self-Correction
  21 Jun 2019 0 repositories listed
• Cooperative Lane Changing via Deep Reinforcement Learning
  20 Jun 2019 0 repositories listed
• When Multiple Agents Learn to Schedule: A Distributed Radio Resource Management Framework
  20 Jun 2019 0 repositories listed
• Multi-user Resource Control with Deep Reinforcement Learning in IoT Edge Computing
  19 Jun 2019 0 repositories listed
• Reward Prediction Error as an Exploration Objective in Deep RL
  19 Jun 2019 0 repositories listed
• DISCO: Influence Maximization Meets Network Embedding and Deep Learning
  18 Jun 2019 0 repositories listed
• A gray-box approach for curriculum learning
  17 Jun 2019 0 repositories listed
• Universal Successor Features Based Deep Reinforcement Learning for Navigation
  17 Jun 2019 0 repositories listed
• Self-Tuning Sectorization: Deep Reinforcement Learning Meets Broadcast Beam Optimization
  14 Jun 2019 0 repositories listed
• Deep Reinforcement Learning for Cyber Security
  13 Jun 2019 0 repositories listed
• Deep Reinforcement Learning for Unmanned Aerial Vehicle-Assisted Vehicular Networks
  12 Jun 2019 0 repositories listed
• Dealing with Non-Stationarity in Multi-Agent Deep Reinforcement Learning
  11 Jun 2019 0 repositories listed
• Deep learning control of artificial avatars in group coordination tasks
  11 Jun 2019 0 repositories listed
• Deep Reinforcement Learning with Discrete Normalized Advantage Functions for Resource Management in Network Slicing
  10 Jun 2019 0 repositories listed
• Neural Heterogeneous Scheduler
  9 Jun 2019 0 repositories listed
• Transfer Learning by Modeling a Distribution over Policies
  9 Jun 2019 0 repositories listed
• Multi-modal Active Learning From Human Data: A Deep Reinforcement Learning Approach
  7 Jun 2019 0 repositories listed
• An Extensible Interactive Interface for Agent Design
  6 Jun 2019 0 repositories listed
• Deep Reinforcement Learning for Multi-objective Optimization
  6 Jun 2019 0 repositories listed
• Deep Q-Learning for Directed Acyclic Graph Generation
  5 Jun 2019 0 repositories listed
• Learning dynamic polynomial proofs
  4 Jun 2019 0 repositories listed
• Off-Policy Evaluation via Off-Policy Classification
  4 Jun 2019 0 repositories listed
• On-board Deep Q-Network for UAV-assisted Online Power Transfer and Data Collection
  4 Jun 2019 0 repositories listed
• Options as responses: Grounding behavioural hierarchies in multi-agent RL
  4 Jun 2019 0 repositories listed
• Deep Reinforcement Learning Architecture for Continuous Power Allocation in High Throughput Satellites
  3 Jun 2019 0 repositories listed
• Decentralized Deep Reinforcement Learning for Delay-Power Tradeoff in Vehicular Communications
  3 Jun 2019 0 repositories listed
• Load Balancing for Ultra-Dense Networks: A Deep Reinforcement Learning Based Approach
  3 Jun 2019 0 repositories listed
• Adversarial Exploitation of Policy Imitation
  3 Jun 2019 0 repositories listed
• RL-Based Method for Benchmarking the Adversarial Resilience and Robustness of Deep Reinforcement Learning Policies
  3 Jun 2019 0 repositories listed
• Sequential Triggers for Watermarking of Deep Reinforcement Learning Policies
  3 Jun 2019 0 repositories listed
• Decision-Making in Reinforcement Learning
  1 Jun 2019 0 repositories listed
• Enhanced Bayesian Compression via Deep Reinforcement Learning
  1 Jun 2019 0 repositories listed
• Effective Medical Test Suggestions Using Deep Reinforcement Learning
  30 May 2019 0 repositories listed
• CopyCAT: Taking Control of Neural Policies with Constant Attacks
  29 May 2019 0 repositories listed
• Hypothesis-Driven Skill Discovery for Hierarchical Deep Reinforcement Learning
  27 May 2019 0 repositories listed
• AgentGraph: Towards Universal Dialogue Management with Structured Deep Reinforcement Learning
  27 May 2019 0 repositories listed
• Prioritized Sequence Experience Replay
  25 May 2019 0 repositories listed
• Transferable Cost-Aware Security Policy Implementation for Malware Detection Using Deep Reinforcement Learning
  25 May 2019 0 repositories listed
• Composing Task-Agnostic Policies with Deep Reinforcement Learning
  25 May 2019 0 repositories listed
• Learning to Reason in Large Theories without Imitation
  25 May 2019 0 repositories listed
• Deep Reinforcement Learning for Detecting Malicious Websites
  22 May 2019 0 repositories listed
• Stochastic Variance Reduction for Deep Q-learning
  20 May 2019 0 repositories listed
• Deep Reinforcement Learning-Based Channel Allocation for Wireless LANs with Graph Convolutional Networks
  17 May 2019 0 repositories listed
• In Support of Over-Parametrization in Deep Reinforcement Learning: an Empirical Study
  17 May 2019 0 repositories listed
• REPLAB: A Reproducible Low-Cost Arm Benchmark Platform for Robotic Learning
  17 May 2019 0 repositories listed
• Stratospheric Aerosol Injection as a Deep Reinforcement Learning Problem
  17 May 2019 0 repositories listed
• Knowledge-Based Sequential Decision-Making Under Uncertainty
  16 May 2019 0 repositories listed
• Learning to learn to communicate
  16 May 2019 0 repositories listed
• Deep reinforcement learning for scheduling in large-scale networked control systems
  15 May 2019 0 repositories listed
• Deep Reinforcement Learning for Scheduling in Cellular Networks
  15 May 2019 0 repositories listed
• Learning Active Spine Behaviors for Dynamic and Efficient Locomotion in Quadruped Robots
  15 May 2019 0 repositories listed
• TauRieL: Targeting Traveling Salesman Problem with a deep reinforcement learning inspired architecture
  14 May 2019 0 repositories listed
• Diagnosing Reinforcement Learning for Traffic Signal Control
  12 May 2019 0 repositories listed
• Graph Attention Memory for Visual Navigation
  11 May 2019 0 repositories listed
• Optimizing Routerless Network-on-Chip Designs: An Innovative Learning-Based Framework
  11 May 2019 0 repositories listed
• Attention-based Deep Reinforcement Learning for Multi-view Environments
  10 May 2019 0 repositories listed
• Design of Artificial Intelligence Agents for Games using Deep Reinforcement Learning
  10 May 2019 0 repositories listed
• Do Autonomous Agents Benefit from Hearing?
  10 May 2019 0 repositories listed
• GAN-powered Deep Distributional Reinforcement Learning for Resource Management in Network Slicing
  10 May 2019 0 repositories listed
• Intelligent User Association for Symbiotic Radio Networks using Deep Reinforcement Learning
  10 May 2019 0 repositories listed
• Toward Packet Routing with Fully-distributed Multi-agent Deep Reinforcement Learning
  9 May 2019 0 repositories listed
• Mitigating Deep Learning Vulnerabilities from Adversarial Examples Attack in the Cybersecurity Domain
  9 May 2019 0 repositories listed
• Longitudinal Dynamic versus Kinematic Models for Car-Following Control Using Deep Reinforcement Learning
  7 May 2019 0 repositories listed
• Object Exchangeability in Reinforcement Learning: Extended Abstract
  7 May 2019 0 repositories listed
• Reinforced Genetic Algorithm Learning for Optimizing Computation Graphs
  7 May 2019 0 repositories listed
• Combining Planning and Deep Reinforcement Learning in Tactical Decision Making for Autonomous Driving
  6 May 2019 0 repositories listed
• DeepRMSA: A Deep Reinforcement Learning Framework for Routing, Modulation and Spectrum Assignment in Elastic Optical Networks
  6 May 2019 0 repositories listed
• Curious Meta-Controller: Adaptive Alternation between Model-Based and Model-Free Control in Deep Reinforcement Learning
  5 May 2019 0 repositories listed
• Face Hallucination by Attentive Sequence Optimization with Reinforcement Learning
  4 May 2019 0 repositories listed
• Adversarial Exploration Strategy for Self-Supervised Imitation Learning
  1 May 2019 0 repositories listed
• Automata Guided Skill Composition
  1 May 2019 0 repositories listed
• CEM-RL: Combining evolutionary and gradient-based methods for policy search
  1 May 2019 0 repositories listed
• Cross-Task Knowledge Transfer for Visually-Grounded Navigation
  1 May 2019 0 repositories listed
• Deep reinforcement learning with relational inductive biases
  1 May 2019 0 repositories listed
• Explicit Recall for Efficient Exploration
  1 May 2019 0 repositories listed
• Inducing Cooperation via Learning to reshape rewards in semi-cooperative multi-agent reinforcement learning
  1 May 2019 0 repositories listed
• Learning Heuristics for Automated Reasoning through Reinforcement Learning
  1 May 2019 0 repositories listed
• Learning to Control Visual Abstractions for Structured Exploration in Deep Reinforcement Learning
  1 May 2019 0 repositories listed
• NEURAL MALWARE CONTROL WITH DEEP REINFORCEMENT LEARNING
  1 May 2019 0 repositories listed