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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 57 of 59: papers 5,601 to 5,700 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.

• Rearrangement with Nonprehensile Manipulation Using Deep Reinforcement Learning
  15 Mar 2018 0 repositories listed
• Automated Speed and Lane Change Decision Making using Deep Reinforcement Learning
  14 Mar 2018 0 repositories listed
• Imitation Learning with Concurrent Actions in 3D Games
  14 Mar 2018 0 repositories listed
• The 2017 AIBIRDS Competition
  14 Mar 2018 0 repositories listed
• Policy Search in Continuous Action Domains: an Overview
  13 Mar 2018 0 repositories listed
• Kickstarting Deep Reinforcement Learning
  10 Mar 2018 0 repositories listed
• A Multi-Objective Deep Reinforcement Learning Framework
  8 Mar 2018 0 repositories listed
• DeepCAS: A Deep Reinforcement Learning Algorithm for Control-Aware Scheduling
  8 Mar 2018 0 repositories listed
• Extracting Action Sequences from Texts Based on Deep Reinforcement Learning
  7 Mar 2018 0 repositories listed
• The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches
  3 Mar 2018 0 repositories listed
• Model-Free Control for Distributed Stream Data Processing using Deep Reinforcement Learning
  2 Mar 2018 0 repositories listed
• Deep Learning for Signal Authentication and Security in Massive Internet of Things Systems
  1 Mar 2018 0 repositories listed
• Deep Reinforcement Learning for Sponsored Search Real-time Bidding
  1 Mar 2018 0 repositories listed
• Deep Reinforcement Learning for Join Order Enumeration
  28 Feb 2018 0 repositories listed
• Weighted Double Deep Multiagent Reinforcement Learning in Stochastic Cooperative Environments
  23 Feb 2018 0 repositories listed
• Machine Theory of Mind
  21 Feb 2018 0 repositories listed
• Continual Reinforcement Learning with Complex Synapses
  20 Feb 2018 0 repositories listed
• Recommendations with Negative Feedback via Pairwise Deep Reinforcement Learning
  19 Feb 2018 0 repositories listed
• Sim-to-Real Optimization of Complex Real World Mobile Network with Imperfect Information via Deep Reinforcement Learning from Self-play
  18 Feb 2018 0 repositories listed
• A Deep Reinforcement Learning Framework for Rebalancing Dockless Bike Sharing Systems
  13 Feb 2018 0 repositories listed
• Diversity-Driven Exploration Strategy for Deep Reinforcement Learning
  13 Feb 2018 0 repositories listed
• Progressive Reinforcement Learning with Distillation for Multi-Skilled Motion Control
  13 Feb 2018 0 repositories listed
• Sample Efficient Deep Reinforcement Learning for Dialogue Systems with Large Action Spaces
  11 Feb 2018 0 repositories listed
• Precision medicine as a control problem: Using simulation and deep reinforcement learning to discover adaptive, personalized multi-cytokine therapy for sepsis
  8 Feb 2018 0 repositories listed
• Deep Reinforcement Learning for Image Hashing
  7 Feb 2018 0 repositories listed
• Efficient collective swimming by harnessing vortices through deep reinforcement learning
  7 Feb 2018 0 repositories listed
• Learning Parametric Closed-Loop Policies for Markov Potential Games
  3 Feb 2018 0 repositories listed
• Elements of Effective Deep Reinforcement Learning towards Tactical Driving Decision Making
  1 Feb 2018 0 repositories listed
• Goal-Oriented Chatbot Dialog Management Bootstrapping with Transfer Learning
  1 Feb 2018 0 repositories listed
• Virtual-to-Real: Learning to Control in Visual Semantic Segmentation
  1 Feb 2018 0 repositories listed
• VR-Goggles for Robots: Real-to-sim Domain Adaptation for Visual Control
  1 Feb 2018 0 repositories listed
• Pretraining Deep Actor-Critic Reinforcement Learning Algorithms With Expert Demonstrations
  31 Jan 2018 0 repositories listed
• Deep Reinforcement Learning using Capsules in Advanced Game Environments
  29 Jan 2018 0 repositories listed
• Deep Reinforcement Learning for Dynamic Treatment Regimes on Medical Registry Data
  28 Jan 2018 0 repositories listed
• A Deep Reinforcement Learning Chatbot (Short Version)
  20 Jan 2018 0 repositories listed
• Experience-driven Networking: A Deep Reinforcement Learning based Approach
  17 Jan 2018 0 repositories listed
• The Case for Automatic Database Administration using Deep Reinforcement Learning
  17 Jan 2018 0 repositories listed
• Cellular-Connected UAVs over 5G: Deep Reinforcement Learning for Interference Management
  16 Jan 2018 0 repositories listed
• Deep Reinforcement Learning of Cell Movement in the Early Stage of C. elegans Embryogenesis
  14 Jan 2018 0 repositories listed
• Model-Based Action Exploration for Learning Dynamic Motion Skills
  11 Jan 2018 0 repositories listed
• Sample-Efficient Reinforcement Learning through Transfer and Architectural Priors
  7 Jan 2018 0 repositories listed
• Faster Deep Q-learning using Neural Episodic Control
  6 Jan 2018 0 repositories listed
• Deep Reinforcement Learning based Optimal Control of Hot Water Systems
  4 Jan 2018 0 repositories listed
• ScreenerNet: Learning Self-Paced Curriculum for Deep Neural Networks
  3 Jan 2018 0 repositories listed
• A dynamic game approach to training robust deep policies
  1 Jan 2018 0 repositories listed
• A Hierarchical Model for Device Placement
  1 Jan 2018 0 repositories listed
• AUTOMATA GUIDED HIERARCHICAL REINFORCEMENT LEARNING FOR ZERO-SHOT SKILL COMPOSITION
  1 Jan 2018 0 repositories listed
• Autonomous Vehicle Fleet Coordination With Deep Reinforcement Learning
  1 Jan 2018 0 repositories listed
• Avoiding Catastrophic States with Intrinsic Fear
  1 Jan 2018 0 repositories listed
• Combining Model-based and Model-free RL via Multi-step Control Variates
  1 Jan 2018 0 repositories listed
• Do Deep Reinforcement Learning Algorithms really Learn to Navigate?
  1 Jan 2018 0 repositories listed
• Domain Adaptation for Deep Reinforcement Learning in Visually Distinct Games
  1 Jan 2018 0 repositories listed
• Latent forward model for Real-time Strategy game planning with incomplete information
  1 Jan 2018 0 repositories listed
• Learning Robust Rewards with Adverserial Inverse Reinforcement Learning
  1 Jan 2018 0 repositories listed
• Learning to Treat Sepsis with Multi-Output Gaussian Process Deep Recurrent Q-Networks
  1 Jan 2018 0 repositories listed
• Long Term Memory Network for Combinatorial Optimization Problems
  1 Jan 2018 0 repositories listed
• LSD-Net: Look, Step and Detect for Joint Navigation and Multi-View Recognition with Deep Reinforcement Learning
  1 Jan 2018 0 repositories listed
• Policy Gradient For Multidimensional Action Spaces: Action Sampling and Entropy Bonus
  1 Jan 2018 0 repositories listed
• TRL: Discriminative Hints for Scalable Reverse Curriculum Learning
  1 Jan 2018 0 repositories listed
• Using Deep Reinforcement Learning to Generate Rationales for Molecules
  1 Jan 2018 0 repositories listed
• A Deep Policy Inference Q-Network for Multi-Agent Systems
  21 Dec 2017 0 repositories listed
• Revisiting the Master-Slave Architecture in Multi-Agent Deep Reinforcement Learning
  20 Dec 2017 0 repositories listed
• ES Is More Than Just a Traditional Finite-Difference Approximator
  18 Dec 2017 0 repositories listed
• Towards a Deep Reinforcement Learning Approach for Tower Line Wars
  17 Dec 2017 0 repositories listed
• Multi-focus Attention Network for Efficient Deep Reinforcement Learning
  13 Dec 2017 0 repositories listed
• Deep Reinforcement Learning Boosted by External Knowledge
  12 Dec 2017 0 repositories listed
• Simulated Autonomous Driving on Realistic Road Networks using Deep Reinforcement Learning
  12 Dec 2017 0 repositories listed
• Learning Robust Dialog Policies in Noisy Environments
  11 Dec 2017 0 repositories listed
• Robust Deep Reinforcement Learning with Adversarial Attacks
  11 Dec 2017 0 repositories listed
• Reinforced dynamics for enhanced sampling in large atomic and molecular systems
  10 Dec 2017 0 repositories listed
• A Novel Model for Arbitration between Planning and Habitual Control Systems
  6 Dec 2017 0 repositories listed
• Q-LDA: Uncovering Latent Patterns in Text-based Sequential Decision Processes
  1 Dec 2017 0 repositories listed
• Towards the Use of Deep Reinforcement Learning with Global Policy for Query-based Extractive Summarisation
  1 Dec 2017 0 repositories listed
• Comparing Deep Reinforcement Learning and Evolutionary Methods in Continuous Control
  30 Nov 2017 0 repositories listed
• Improved Learning in Evolution Strategies via Sparser Inter-Agent Network Topologies
  30 Nov 2017 0 repositories listed
• Uncertainty Estimates for Efficient Neural Network-based Dialogue Policy Optimisation
  30 Nov 2017 0 repositories listed
• A Benchmarking Environment for Reinforcement Learning Based Task Oriented Dialogue Management
  29 Nov 2017 0 repositories listed
• Automating Vehicles by Deep Reinforcement Learning using Task Separation with Hill Climbing
  29 Nov 2017 0 repositories listed
• End-to-End Optimization of Task-Oriented Dialogue Model with Deep Reinforcement Learning
  29 Nov 2017 0 repositories listed
• Malaria Likelihood Prediction By Effectively Surveying Households Using Deep Reinforcement Learning
  25 Nov 2017 0 repositories listed
• Asking the Difficult Questions: Goal-Oriented Visual Question Generation via Intermediate Rewards
  21 Nov 2017 0 repositories listed
• Deep Reinforcement Learning for Multi-Resource Multi-Machine Job Scheduling
  20 Nov 2017 0 repositories listed
• BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems
  15 Nov 2017 0 repositories listed
• Integrating User and Agent Models: A Deep Task-Oriented Dialogue System
  10 Nov 2017 0 repositories listed
• Composing Meta-Policies for Autonomous Driving Using Hierarchical Deep Reinforcement Learning
  4 Nov 2017 0 repositories listed
• Policy Optimization by Genetic Distillation
  3 Nov 2017 0 repositories listed
• Acquiring Target Stacking Skills by Goal-Parameterized Deep Reinforcement Learning
  1 Nov 2017 0 repositories listed
• Intelligent Parameter Tuning in Optimization-based Iterative CT Reconstruction via Deep Reinforcement Learning
  1 Nov 2017 0 repositories listed
• Learning to Diagnose: Assimilating Clinical Narratives using Deep Reinforcement Learning
  1 Nov 2017 0 repositories listed
• Paraphrase Generation with Deep Reinforcement Learning
  1 Nov 2017 0 repositories listed
• Automata-Guided Hierarchical Reinforcement Learning for Skill Composition
  31 Oct 2017 0 repositories listed
• Diff-DAC: Distributed Actor-Critic for Average Multitask Deep Reinforcement Learning
  28 Oct 2017 0 repositories listed
• Consequentialist conditional cooperation in social dilemmas with imperfect information
  19 Oct 2017 0 repositories listed
• Asymmetric Actor Critic for Image-Based Robot Learning
  18 Oct 2017 0 repositories listed
• Map-based Multi-Policy Reinforcement Learning: Enhancing Adaptability of Robots by Deep Reinforcement Learning
  17 Oct 2017 0 repositories listed
• Deep Reinforcement Learning: Framework, Applications, and Embedded Implementations
  10 Oct 2017 0 repositories listed
• Deep Abstract Q-Networks
  2 Oct 2017 0 repositories listed
• Attention-Aware Deep Reinforcement Learning for Video Face Recognition
  1 Oct 2017 0 repositories listed
• Parameter Sharing Deep Deterministic Policy Gradient for Cooperative Multi-agent Reinforcement Learning
  1 Oct 2017 0 repositories listed
• Towards continuous control of flippers for a multi-terrain robot using deep reinforcement learning
  25 Sep 2017 0 repositories listed