Methods › Reinforcement Learning › Off-Policy TD Control › Q-Learning › Papers, page 16

Q-Learning

Papers archive 2025-07-28

archive papers tagged: 1,734 · with a code link: 464 · where Syntology ran a sample: 126 (105 with a run with no instrument failure, 21 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (126 of 1,734 tagged: 105 with a run with no instrument failure, 21 where every run was a failure of Syntology's instrument)

Page 16 of 18: papers 1,501 to 1,600 of 1,734, 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.

• Reinforcement Learning of Markov Decision Processes with Peak Constraints
  23 Jan 2019 · 0 repositories · arXiv:1901.07839
• Understanding Multi-Step Deep Reinforcement Learning: A Systematic Study of the DQN Target
  22 Jan 2019 · 1 repository · arXiv:1901.07510
• A Deep Recurrent Q Network towards Self-adapting Distributed Microservices architecture
  13 Jan 2019 · 1 repository · arXiv:1901.04011
• 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)
• Accelerating Goal-Directed Reinforcement Learning by Model Characterization
  4 Jan 2019 · 0 repositories · arXiv:1901.01977
• 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
• Learning Sharing Behaviors with Arbitrary Numbers of Agents
  10 Dec 2018 · 0 repositories · arXiv:1812.04145
• 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
• Revisiting the Softmax Bellman Operator: New Benefits and New Perspective
  2 Dec 2018 · 2 repositories · arXiv:1812.00456
  Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Non-delusional Q-learning and value-iteration
  1 Dec 2018 · 0 repositories
• 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
• Reinforcement Learning with A* and a Deep Heuristic
  19 Nov 2018 · 2 repositories · arXiv:1811.07745
• Emergence of Addictive Behaviors in Reinforcement Learning Agents
  14 Nov 2018 · 0 repositories · arXiv:1811.05590
• An initial attempt of combining visual selective attention with deep reinforcement learning
  11 Nov 2018 · 0 repositories · arXiv:1811.04407
• Managing App Install Ad Campaigns in RTB: A Q-Learning Approach
  11 Nov 2018 · 0 repositories · arXiv:1811.04475
• Deep Reinforcement Learning for Green Security Games with Real-Time Information
  6 Nov 2018 · 0 repositories · arXiv:1811.02483
• Reinforcement Learning based Dynamic Model Selection for Short-Term Load Forecasting
  5 Nov 2018 · 0 repositories · arXiv:1811.01846
• Approximate Dynamic Oracle for Dependency Parsing with Reinforcement Learning
  1 Nov 2018 · 0 repositories
• Structure Learning of Deep Neural Networks with Q-Learning
  31 Oct 2018 · 0 repositories · arXiv:1810.13155
• Distributive Dynamic Spectrum Access through Deep Reinforcement Learning: A Reservoir Computing Based Approach
  28 Oct 2018 · 0 repositories · arXiv:1810.11758
• Learning Negotiating Behavior Between Cars in Intersections using Deep Q-Learning
  24 Oct 2018 · 0 repositories · arXiv:1810.10469
• Reconciling λ-Returns with Experience Replay
  23 Oct 2018 · 1 repository · arXiv:1810.09967
• Greedy Actor-Critic: A New Conditional Cross-Entropy Method for Policy Improvement
  22 Oct 2018 · 1 repository · arXiv:1810.09103
  Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 10 harvested samples)
• 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)
• Assessing the Potential of Classical Q-learning in General Game Playing
  14 Oct 2018 · 1 repository · arXiv:1810.06078
• Learning to Sketch with Deep Q Networks and Demonstrated Strokes
  14 Oct 2018 · 0 repositories · arXiv:1810.05977
• 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)
• Deep Quality-Value (DQV) Learning
  30 Sep 2018 · 3 repositories · arXiv:1810.00368
• Generalization and Regularization in DQN
  29 Sep 2018 · 1 repository · arXiv:1810.00123
• Target Transfer Q-Learning and Its Convergence Analysis
  21 Sep 2018 · 0 repositories · arXiv:1809.08923
• Hidden Markov Model Estimation-Based Q-learning for Partially Observable Markov Decision Process
  17 Sep 2018 · 0 repositories · arXiv:1809.06401
• Optimal Matrix Momentum Stochastic Approximation and Applications to Q-learning
  17 Sep 2018 · 0 repositories · arXiv:1809.06277
• Deterministic Implementations for Reproducibility in Deep Reinforcement Learning
  15 Sep 2018 · 1 repository · arXiv:1809.05676
• Sampled Policy Gradient for Learning to Play the Game Agar.io
  15 Sep 2018 · 2 repositories · arXiv:1809.05763
• Towards Better Interpretability in Deep Q-Networks
  15 Sep 2018 · 1 repository · arXiv:1809.05630
  Syntology 1 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; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Negative Update Intervals in Deep Multi-Agent Reinforcement Learning
  13 Sep 2018 · 1 repository · arXiv:1809.05096
• 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
• Directed Exploration in PAC Model-Free Reinforcement Learning
  31 Aug 2018 · 0 repositories · arXiv:1808.10552
• MARL-FWC: Optimal Coordination of Freeway Traffic Control Measures
  27 Aug 2018 · 0 repositories · arXiv:1808.09806
• BlockQNN: Efficient Block-wise Neural Network Architecture Generation
  16 Aug 2018 · 2 repositories · arXiv:1808.05584
• Automatic Derivation Of Formulas Using Reforcement Learning
  15 Aug 2018 · 0 repositories · arXiv:1808.04946
• A Framework for Automated Cellular Network Tuning with Reinforcement Learning
  13 Aug 2018 · 2 repositories · arXiv:1808.05140
• A Reinforcement Learning Approach to Target Tracking in a Camera Network
  26 Jul 2018 · 0 repositories · arXiv:1807.10336
• Accelerated Structure-Aware Reinforcement Learning for Delay-Sensitive Energy Harvesting Wireless Sensors
  22 Jul 2018 · 0 repositories · arXiv:1807.08315
• Discrete linear-complexity reinforcement learning in continuous action spaces for Q-learning algorithms
  16 Jul 2018 · 0 repositories · arXiv:1807.06957
• Is Q-learning Provably Efficient?
  10 Jul 2018 · 1 repository · arXiv:1807.03765
• Video Summarisation by Classification with Deep Reinforcement Learning
  9 Jul 2018 · 0 repositories · arXiv:1807.03089
• Playing against Nature: causal discovery for decision making under uncertainty
  3 Jul 2018 · 0 repositories · arXiv:1807.01268
• Learning to Explore via Meta-Policy Gradient
  1 Jul 2018 · 0 repositories
• Using Reward Machines for High-Level Task Specification and Decomposition in Reinforcement Learning
  1 Jul 2018 · 1 repository
• Many-Goals Reinforcement Learning
  22 Jun 2018 · 0 repositories · arXiv:1806.09605
• 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
• Automatic formation of the structure of abstract machines in hierarchical reinforcement learning with state clustering
  13 Jun 2018 · 0 repositories · arXiv:1806.05292
• Learning to Search in Long Documents Using Document Structure
  9 Jun 2018 · 1 repository · arXiv:1806.03529
• Fidelity-based Probabilistic Q-learning for Control of Quantum Systems
  8 Jun 2018 · 0 repositories · arXiv:1806.03145
• A Finite Time Analysis of Temporal Difference Learning With Linear Function Approximation
  6 Jun 2018 · 0 repositories · arXiv:1806.02450
• Randomized Value Functions via Multiplicative Normalizing Flows
  6 Jun 2018 · 2 repositories · arXiv:1806.02315
• Hyperparameter Optimization for Tracking With Continuous Deep Q-Learning
  1 Jun 2018 · 0 repositories
• Sample-Efficient Deep Reinforcement Learning via Episodic Backward Update
  31 May 2018 · 1 repository · arXiv:1805.12375
• Depth and nonlinearity induce implicit exploration for RL
  29 May 2018 · 0 repositories · arXiv:1805.11711
• 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
• Planning and Learning with Stochastic Action Sets
  7 May 2018 · 0 repositories · arXiv:1805.02363
• A Hybrid Q-Learning Sine-Cosine-based Strategy for Addressing the Combinatorial Test Suite Minimization Problem
  27 Apr 2018 · 0 repositories · arXiv:1805.00873
• Multiagent Soft Q-Learning
  25 Apr 2018 · 0 repositories · arXiv:1804.09817
• Benchmarking projective simulation in navigation problems
  23 Apr 2018 · 0 repositories · arXiv:1804.08607
• Towards Symbolic Reinforcement Learning with Common Sense
  23 Apr 2018 · 1 repository · arXiv:1804.08597
• Reinforced Co-Training
  17 Apr 2018 · 0 repositories · arXiv:1804.06035
• State-Augmentation Transformations for Risk-Sensitive Reinforcement Learning
  16 Apr 2018 · 0 repositories · arXiv:1804.05950
• CytonRL: an Efficient Reinforcement Learning Open-source Toolkit Implemented in C++
  14 Apr 2018 · 1 repository · arXiv:1804.05834
• MOVI: A Model-Free Approach to Dynamic Fleet Management
  13 Apr 2018 · 0 repositories · arXiv:1804.04758
• Hierarchical Modular Reinforcement Learning Method and Knowledge Acquisition of State-Action Rule for Multi-target Problem
  8 Apr 2018 · 0 repositories · arXiv:1804.02698
• Reinforcement Learning based QoS/QoE-aware Service Function Chaining in Software-Driven 5G Slices
  6 Apr 2018 · 0 repositories · arXiv:1804.02099
• Joint Learning of Interactive Spoken Content Retrieval and Trainable User Simulator
  1 Apr 2018 · 0 repositories · arXiv:1804.00318
• Learning Synergies between Pushing and Grasping with Self-supervised Deep Reinforcement Learning
  27 Mar 2018 · 4 repositories · arXiv:1803.09956
  Syntology official (archive's flag): 3 ran · 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 11 harvested samples)
• Natural Gradient Deep Q-learning
  20 Mar 2018 · 0 repositories · arXiv:1803.07482
• Composable Deep Reinforcement Learning for Robotic Manipulation
  19 Mar 2018 · 1 repository · arXiv:1803.06773
• Learning to Explore with Meta-Policy Gradient
  13 Mar 2018 · 0 repositories · arXiv:1803.05044
• Deep reinforcement learning for time series: playing idealized trading games
  11 Mar 2018 · 2 repositories · arXiv:1803.03916
• Q-CP: Learning Action Values for Cooperative Planning
  1 Mar 2018 · 0 repositories · arXiv:1803.00297
• Variance Reduction Methods for Sublinear Reinforcement Learning
  26 Feb 2018 · 0 repositories · arXiv:1802.09184
• Weighted Double Deep Multiagent Reinforcement Learning in Stochastic Cooperative Environments
  23 Feb 2018 · 0 repositories · arXiv:1802.08534
• A Deep Q-Learning Agent for the L-Game with Variable Batch Training
  17 Feb 2018 · 1 repository · arXiv:1802.06225