Methods › Reinforcement Learning › Q-Learning Networks › DQN › Papers, page 5

Deep Q-Network

DQN

Papers archive 2025-07-28

archive papers tagged: 519 · with a code link: 173 · where Syntology ran a sample: 47 (36 with a run with no instrument failure, 11 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (47 of 519 tagged: 36 with a run with no instrument failure, 11 where every run was a failure of Syntology's instrument)

Page 5 of 6: papers 401 to 500 of 519, newest first by the archive's date (ties by slug), in archive order.

Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “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 instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. 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; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.

• Benchmarking Batch Deep Reinforcement Learning Algorithms
  3 Oct 2019 · 5 repositories · arXiv:1910.01708
• AI Assisted Annotator using Reinforcement Learning
  2 Oct 2019 · 0 repositories · arXiv:1910.02052
• Deep Reinforcement Learning with Modulated Hebbian plus Q Network Architecture
  21 Sep 2019 · 1 repository · arXiv:1909.09902
• Split Deep Q-Learning for Robust Object Singulation
  17 Sep 2019 · 0 repositories · arXiv:1909.08105
• Reinforcement Learning for Joint Optimization of Multiple Rewards
  6 Sep 2019 · 0 repositories · arXiv:1909.02940
• An Optimistic Perspective on Offline Reinforcement Learning
  10 Jul 2019 · 1 repository · arXiv:1907.04543
• Towards Empathic Deep Q-Learning
  26 Jun 2019 · 1 repository · arXiv:1906.10918
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Learning Causal State Representations of Partially Observable Environments
  25 Jun 2019 · 0 repositories · arXiv:1906.10437
• Analysis and Improvement of Adversarial Training in DQN Agents With Adversarially-Guided Exploration (AGE)
  3 Jun 2019 · 0 repositories · arXiv:1906.01119
• RL-Based Method for Benchmarking the Adversarial Resilience and Robustness of Deep Reinforcement Learning Policies
  3 Jun 2019 · 0 repositories · arXiv:1906.01110
• Sequential Triggers for Watermarking of Deep Reinforcement Learning Policies
  3 Jun 2019 · 0 repositories · arXiv:1906.01126
• Learning distant cause and effect using only local and immediate credit assignment
  28 May 2019 · 0 repositories · arXiv:1905.11589
• Prioritized Sequence Experience Replay
  25 May 2019 · 0 repositories · arXiv:1905.12726
• Adaptive Symmetric Reward Noising for Reinforcement Learning
  24 May 2019 · 1 repository · arXiv:1905.10144
• Deep Q-Learning with Q-Matrix Transfer Learning for Novel Fire Evacuation Environment
  23 May 2019 · 0 repositories · arXiv:1905.09673
• Mastering the Game of Sungka from Random Play
  17 May 2019 · 1 repository · arXiv:1905.07102
• Comprehensible Context-driven Text Game Playing
  6 May 2019 · 2 repositories · arXiv:1905.02265
• Beyond Games: Bringing Exploration to Robots in Real-world
  1 May 2019 · 0 repositories
• Inducing Cooperation via Learning to reshape rewards in semi-cooperative multi-agent reinforcement learning
  1 May 2019 · 0 repositories
• Learning agents with prioritization and parameter noise in continuous state and action space
  1 May 2019 · 0 repositories
• Recurrent Experience Replay in Distributed Reinforcement Learning
  1 May 2019 · 3 repositories
• Generative Adversarial Imagination for Sample Efficient Deep Reinforcement Learning
  30 Apr 2019 · 0 repositories · arXiv:1904.13255
• Deep Q Learning Driven CT Pancreas Segmentation with Geometry-Aware U-Net
  19 Apr 2019 · 0 repositories · arXiv:1904.09120
• Personalized Cancer Chemotherapy Schedule: a numerical comparison of performance and robustness in model-based and model-free scheduling methodologies
  2 Apr 2019 · 0 repositories · arXiv:1904.01200
• Lane Change Decision-making through Deep Reinforcement Learning with Rule-based Constraints
  30 Mar 2019 · 0 repositories · arXiv:1904.00231
• DQN with model-based exploration: efficient learning on environments with sparse rewards
  22 Mar 2019 · 0 repositories · arXiv:1903.09295
• Deep Reinforcement Learning with Decorrelation
  18 Mar 2019 · 0 repositories · arXiv:1903.07765
• Reinforcement Learning with Dynamic Boltzmann Softmax Updates
  14 Mar 2019 · 1 repository · arXiv:1903.05926
• Sample-Efficient Model-Free Reinforcement Learning with Off-Policy Critics
  11 Mar 2019 · 1 repository · arXiv:1903.04193
• DeepPool: Distributed Model-free Algorithm for Ride-sharing using Deep Reinforcement Learning
  9 Mar 2019 · 0 repositories · arXiv:1903.03882
• MinAtar: An Atari-Inspired Testbed for Thorough and Reproducible Reinforcement Learning Experiments
  7 Mar 2019 · 3 repositories · arXiv:1903.03176
  Syntology official: harvested, nothing ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Reward Shaping via Meta-Learning
  27 Jan 2019 · 0 repositories · arXiv:1901.09330
• Distillation Strategies for Proximal Policy Optimization
  23 Jan 2019 · 0 repositories · arXiv:1901.08128
• Understanding Multi-Step Deep Reinforcement Learning: A Systematic Study of the DQN Target
  22 Jan 2019 · 1 repository · arXiv:1901.07510
• Deep Reinforcement Learning for Imbalanced Classification
  5 Jan 2019 · 3 repositories · arXiv:1901.01379
  Syntology community repositories only · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 6 harvested samples)
• A Theoretical Analysis of Deep Q-Learning
  1 Jan 2019 · 0 repositories · arXiv:1901.00137
• Generative Adversarial User Model for Reinforcement Learning Based Recommendation System
  27 Dec 2018 · 1 repository · arXiv:1812.10613
  Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample)
• Parallelized Interactive Machine Learning on Autonomous Vehicles
  23 Dec 2018 · 0 repositories · arXiv:1812.09724
• Learning to Navigate the Web
  21 Dec 2018 · 0 repositories · arXiv:1812.09195
• Double Deep Q-Learning for Optimal Execution
  17 Dec 2018 · 0 repositories · arXiv:1812.06600
• Decentralized Computation Offloading for Multi-User Mobile Edge Computing: A Deep Reinforcement Learning Approach
  16 Dec 2018 · 2 repositories · arXiv:1812.07394
• Off-Policy Deep Reinforcement Learning without Exploration
  7 Dec 2018 · 10 repositories · arXiv:1812.02900
  Syntology community repositories only · 14 ran (of which 12 constructed an object rather than computing a result; 14 with no instrument failure: 1 honoured, 0 violated, 13 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 14 harvested samples) · 9 pointer-only (licence)
• Active Deep Q-learning with Demonstration
  6 Dec 2018 · 0 repositories · arXiv:1812.02632
• Bach2Bach: Generating Music Using A Deep Reinforcement Learning Approach
  3 Dec 2018 · 0 repositories · arXiv:1812.01060
• Deep Reinforcement Learning for Intelligent Transportation Systems
  3 Dec 2018 · 0 repositories · arXiv:1812.00979
• Macro action selection with deep reinforcement learning in StarCraft
  2 Dec 2018 · 1 repository · arXiv:1812.00336
• Deep Multi-Agent Reinforcement Learning with Relevance Graphs
  30 Nov 2018 · 1 repository · arXiv:1811.12557
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 6 unverified (of 7 harvested samples)
• Urban Driving with Multi-Objective Deep Reinforcement Learning
  21 Nov 2018 · 1 repository · arXiv:1811.08586
• An initial attempt of combining visual selective attention with deep reinforcement learning
  11 Nov 2018 · 0 repositories · arXiv:1811.04407
• Reconciling λ-Returns with Experience Replay
  23 Oct 2018 · 1 repository · arXiv:1810.09967
• Successor Uncertainties: Exploration and Uncertainty in Temporal Difference Learning
  15 Oct 2018 · 2 repositories · arXiv:1810.06530
  Syntology 7 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 1 violated, 0 with no contract checked; 5 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples) · 7 pointer-only (licence)
• Empowerment-driven Exploration using Mutual Information Estimation
  11 Oct 2018 · 1 repository · arXiv:1810.05533
• Parametrized Deep Q-Networks Learning: Reinforcement Learning with Discrete-Continuous Hybrid Action Space
  10 Oct 2018 · 5 repositories · arXiv:1810.06394
  Syntology 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
• Generalization and Regularization in DQN
  29 Sep 2018 · 1 repository · arXiv:1810.00123
• Coordinated Heterogeneous Distributed Perception based on Latent Space Representation
  12 Sep 2018 · 0 repositories · arXiv:1809.04558
• Learn What Not to Learn: Action Elimination with Deep Reinforcement Learning
  6 Sep 2018 · 0 repositories · arXiv:1809.02121
• Model-Based Regularization for Deep Reinforcement Learning with Transcoder Networks
  6 Sep 2018 · 0 repositories · arXiv:1809.01906
• Reinforcement Learning using Augmented Neural Networks
  20 Jun 2018 · 0 repositories · arXiv:1806.07692
• Surprising Negative Results for Generative Adversarial Tree Search
  15 Jun 2018 · 3 repositories · arXiv:1806.05780
• Implicit Quantile Networks for Distributional Reinforcement Learning
  14 Jun 2018 · 19 repositories · arXiv:1806.06923
  Syntology 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• Qualitative Measurements of Policy Discrepancy for Return-Based Deep Q-Network
  14 Jun 2018 · 0 repositories · arXiv:1806.06953
• Learning to Search in Long Documents Using Document Structure
  9 Jun 2018 · 1 repository · arXiv:1806.03529
• Randomized Value Functions via Multiplicative Normalizing Flows
  6 Jun 2018 · 2 repositories · arXiv:1806.02315
• Sample-Efficient Deep Reinforcement Learning via Episodic Backward Update
  31 May 2018 · 1 repository · arXiv:1805.12375
• Episodic Memory Deep Q-Networks
  19 May 2018 · 0 repositories · arXiv:1805.07603
• Optimized Computation Offloading Performance in Virtual Edge Computing Systems via Deep Reinforcement Learning
  16 May 2018 · 0 repositories · arXiv:1805.06146
• Advances in Experience Replay
  15 May 2018 · 1 repository · arXiv:1805.05536
• MOVI: A Model-Free Approach to Dynamic Fleet Management
  13 Apr 2018 · 0 repositories · arXiv:1804.04758
• Reinforcement Learning based QoS/QoE-aware Service Function Chaining in Software-Driven 5G Slices
  6 Apr 2018 · 0 repositories · arXiv:1804.02099
• Natural Gradient Deep Q-learning
  20 Mar 2018 · 0 repositories · arXiv:1803.07482
• Weighted Double Deep Multiagent Reinforcement Learning in Stochastic Cooperative Environments
  23 Feb 2018 · 0 repositories · arXiv:1802.08534
• Efficient Exploration through Bayesian Deep Q-Networks
  13 Feb 2018 · 1 repository · arXiv:1802.04412
• Faster Deep Q-learning using Neural Episodic Control
  6 Jan 2018 · 0 repositories · arXiv:1801.01968
• Autonomous Vehicle Fleet Coordination With Deep Reinforcement Learning
  1 Jan 2018 · 0 repositories
• Faster Reinforcement Learning with Expert State Sequences
  1 Jan 2018 · 0 repositories
• PARAMETRIZED DEEP Q-NETWORKS LEARNING: PLAYING ONLINE BATTLE ARENA WITH DISCRETE-CONTINUOUS HYBRID ACTION SPACE
  1 Jan 2018 · 1 repository
• A Deep Policy Inference Q-Network for Multi-Agent Systems
  21 Dec 2017 · 0 repositories · arXiv:1712.07893
• Deep Neuroevolution: Genetic Algorithms Are a Competitive Alternative for Training Deep Neural Networks for Reinforcement Learning
  18 Dec 2017 · 12 repositories · arXiv:1712.06567
  Syntology 4 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 1 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples) · 4 pointer-only (licence)
• Uncertainty Estimates for Efficient Neural Network-based Dialogue Policy Optimisation
  30 Nov 2017 · 0 repositories · arXiv:1711.11486
• A Benchmarking Environment for Reinforcement Learning Based Task Oriented Dialogue Management
  29 Nov 2017 · 0 repositories · arXiv:1711.11023
• Implementing the Deep Q-Network
  20 Nov 2017 · 1 repository · arXiv:1711.07478
• TreeQN and ATreeC: Differentiable Tree-Structured Models for Deep Reinforcement Learning
  31 Oct 2017 · 1 repository · arXiv:1710.11417
  Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 12 harvested samples) · 1 pointer-only (licence)
• Distributional Reinforcement Learning with Quantile Regression
  27 Oct 2017 · 17 repositories · arXiv:1710.10044
  Syntology 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Rainbow: Combining Improvements in Deep Reinforcement Learning
  6 Oct 2017 · 34 repositories · arXiv:1710.02298
  Syntology 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 1 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples) · 1 pointer-only (licence)
• Deep Reinforcement Learning with Surrogate Agent-Environment Interface
  12 Sep 2017 · 0 repositories · arXiv:1709.03942
• Pre-training Neural Networks with Human Demonstrations for Deep Reinforcement Learning
  12 Sep 2017 · 0 repositories · arXiv:1709.04083
• Formulation of Deep Reinforcement Learning Architecture Toward Autonomous Driving for On-Ramp Merge
  7 Sep 2017 · 0 repositories · arXiv:1709.02066
• LADDER: A Human-Level Bidding Agent for Large-Scale Real-Time Online Auctions
  18 Aug 2017 · 0 repositories · arXiv:1708.05565
• 3DCNN-DQN-RNN: A Deep Reinforcement Learning Framework for Semantic Parsing of Large-scale 3D Point Clouds
  21 Jul 2017 · 0 repositories · arXiv:1707.06783
• Noisy Networks for Exploration
  30 Jun 2017 · 15 repositories · arXiv:1706.10295
  Syntology 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Parameter Space Noise for Exploration
  6 Jun 2017 · 10 repositories · arXiv:1706.01905
  Syntology 4 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 1 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• Explaining Transition Systems through Program Induction
  23 May 2017 · 0 repositories · arXiv:1705.08320
• Shallow Updates for Deep Reinforcement Learning
  21 May 2017 · 0 repositories · arXiv:1705.07461
• The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning
  15 Apr 2017 · 0 repositories · arXiv:1704.04651
• Deep Q-learning from Demonstrations
  12 Apr 2017 · 6 repositories · arXiv:1704.03732
• Tactics of Adversarial Attack on Deep Reinforcement Learning Agents
  8 Mar 2017 · 0 repositories · arXiv:1703.06748
• Count-Based Exploration with Neural Density Models
  3 Mar 2017 · 1 repository · arXiv:1703.01310
  Syntology 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• Sigmoid-Weighted Linear Units for Neural Network Function Approximation in Reinforcement Learning
  10 Feb 2017 · 0 repositories · arXiv:1702.03118
• Autonomous Braking System via Deep Reinforcement Learning
  8 Feb 2017 · 2 repositories · arXiv:1702.02302
• Vulnerability of Deep Reinforcement Learning to Policy Induction Attacks
  16 Jan 2017 · 1 repository · arXiv:1701.04143