Methods › Reinforcement Learning › Off-Policy TD Control › Q-Learning › Papers, page 17

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 17 of 18: papers 1,601 to 1,700 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.

• Monte Carlo Q-learning for General Game Playing
  16 Feb 2018 · 2 repositories · arXiv:1802.05944
• Mean Field Multi-Agent Reinforcement Learning
  15 Feb 2018 · 3 repositories · arXiv:1802.05438
  Syntology official (archive's flag): 1 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) · 2 pointer-only (licence)
• Efficient Exploration through Bayesian Deep Q-Networks
  13 Feb 2018 · 1 repository · arXiv:1802.04412
• Q-learning with Nearest Neighbors
  12 Feb 2018 · 0 repositories · arXiv:1802.03900
• Balancing Two-Player Stochastic Games with Soft Q-Learning
  9 Feb 2018 · 0 repositories · arXiv:1802.03216
• Deep Reinforcement Learning using Capsules in Advanced Game Environments
  29 Jan 2018 · 0 repositories · arXiv:1801.09597
• The QLBS Q-Learner Goes NuQLear: Fitted Q Iteration, Inverse RL, and Option Portfolios
  17 Jan 2018 · 0 repositories · arXiv:1801.06077
• Deep Reinforcement Fuzzing
  14 Jan 2018 · 0 repositories · arXiv:1801.04589
• DeepTraffic: Crowdsourced Hyperparameter Tuning of Deep Reinforcement Learning Systems for Multi-Agent Dense Traffic Navigation
  9 Jan 2018 · 6 repositories · arXiv:1801.02805
• 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
• Avoiding Catastrophic States with Intrinsic Fear
  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
• Representing Entropy : A short proof of the equivalence between soft Q-learning and policy gradients
  1 Jan 2018 · 0 repositories
• TD Learning with Constrained Gradients
  1 Jan 2018 · 0 repositories
• A short variational proof of equivalence between policy gradients and soft Q learning
  22 Dec 2017 · 0 repositories · arXiv:1712.08650
• 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)
• Improving Exploration in Evolution Strategies for Deep Reinforcement Learning via a Population of Novelty-Seeking Agents
  18 Dec 2017 · 2 repositories · arXiv:1712.06560
  Syntology official: no sample here; runs from other or unrecorded repositories · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Towards a Deep Reinforcement Learning Approach for Tower Line Wars
  17 Dec 2017 · 0 repositories · arXiv:1712.06180
• QLBS: Q-Learner in the Black-Scholes(-Merton) Worlds
  13 Dec 2017 · 1 repository · arXiv:1712.04609
• Assumed Density Filtering Q-learning
  9 Dec 2017 · 1 repository · arXiv:1712.03333
• Deep Primal-Dual Reinforcement Learning: Accelerating Actor-Critic using Bellman Duality
  7 Dec 2017 · 0 repositories · arXiv:1712.02467
• Q-LDA: Uncovering Latent Patterns in Text-based Sequential Decision Processes
  1 Dec 2017 · 0 repositories
• Zap Q-Learning
  1 Dec 2017 · 0 repositories
• 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
• Neural Network Based Reinforcement Learning for Audio-Visual Gaze Control in Human-Robot Interaction
  18 Nov 2017 · 0 repositories · arXiv:1711.06834
• BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems
  15 Nov 2017 · 0 repositories · arXiv:1711.05715
• A unified decision making framework for supply and demand management in microgrid networks
  14 Nov 2017 · 0 repositories · arXiv:1711.05078
• Double Q(σ) and Q(σ, λ): Unifying Reinforcement Learning Control Algorithms
  5 Nov 2017 · 0 repositories · arXiv:1711.01569
• Adaptive coordination of working-memory and reinforcement learning in non-human primates performing a trial-and-error problem solving task
  2 Nov 2017 · 1 repository · arXiv:1711.00698
• 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)
• The Effects of Memory Replay in Reinforcement Learning
  18 Oct 2017 · 1 repository · arXiv:1710.06574
• Deep Reinforcement Learning: Framework, Applications, and Embedded Implementations
  10 Oct 2017 · 0 repositories · arXiv:1710.03792
• 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)
• Supervised Q-walk for Learning Vector Representation of Nodes in Networks
  3 Oct 2017 · 0 repositories · arXiv:1710.00978
• A Simple Reinforcement Learning Mechanism for Resource Allocation in LTE-A Networks with Markov Decision Process and Q-Learning
  27 Sep 2017 · 0 repositories · arXiv:1709.09312
• An Optimal Online Method of Selecting Source Policies for Reinforcement Learning
  24 Sep 2017 · 0 repositories · arXiv:1709.08201
• Improving Search through A3C Reinforcement Learning based Conversational Agent
  17 Sep 2017 · 0 repositories · arXiv:1709.05638
• 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
• BIBI System Description: Building with CNNs and Breaking with Deep Reinforcement Learning
  1 Sep 2017 · 0 repositories
• Multi-Agent Q-Learning for Minimizing Demand-Supply Power Deficit in Microgrids
  25 Aug 2017 · 0 repositories · arXiv:1708.07732
• LADDER: A Human-Level Bidding Agent for Large-Scale Real-Time Online Auctions
  18 Aug 2017 · 0 repositories · arXiv:1708.05565
• Practical Block-wise Neural Network Architecture Generation
  18 Aug 2017 · 1 repository · arXiv:1708.05552
• Investigating Reinforcement Learning Agents for Continuous State Space Environments
  8 Aug 2017 · 0 repositories · arXiv:1708.02378
• 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
• Empirical evaluation of a Q-Learning Algorithm for Model-free Autonomous Soaring
  18 Jul 2017 · 0 repositories · arXiv:1707.05668
• Fastest Convergence for Q-learning
  12 Jul 2017 · 0 repositories · arXiv:1707.03770
• 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)
• A Self-Adaptive Proposal Model for Temporal Action Detection based on Reinforcement Learning
  22 Jun 2017 · 1 repository · arXiv:1706.07251
• Generalized Value Iteration Networks: Life Beyond Lattices
  8 Jun 2017 · 1 repository · arXiv:1706.02416
• Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments
  7 Jun 2017 · 86 repositories · arXiv:1706.02275
  Syntology official: no sample here; runs from other or unrecorded repositories · 75 ran (of which 54 constructed an object rather than computing a result; 68 with no instrument failure: 2 honoured, 0 violated, 66 with no contract checked; 7 where Syntology's instrument failed) · 68 unverified (of 143 harvested samples) · 99 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
• A Comparison of Reinforcement Learning Techniques for Fuzzy Cloud Auto-Scaling
  19 May 2017 · 0 repositories · arXiv:1705.07114
• Learning to Represent Haptic Feedback for Partially-Observable Tasks
  17 May 2017 · 0 repositories · arXiv:1705.06243
• Learning Hard Alignments with Variational Inference
  16 May 2017 · 0 repositories · arXiv:1705.05524
• Deep Episodic Value Iteration for Model-based Meta-Reinforcement Learning
  9 May 2017 · 0 repositories · arXiv:1705.03562
• Reinforcement Learning with External Knowledge and Two-Stage Q-functions for Predicting Popular Reddit Threads
  20 Apr 2017 · 0 repositories · arXiv:1704.06217
• 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
• Data-efficient Deep Reinforcement Learning for Dexterous Manipulation
  10 Apr 2017 · 0 repositories · arXiv:1704.03073
• Pseudorehearsal in value function approximation
  21 Mar 2017 · 0 repositories · arXiv:1703.07075
• Evolution Strategies as a Scalable Alternative to Reinforcement Learning
  10 Mar 2017 · 23 repositories · arXiv:1703.03864
  Syntology official (archive's flag): 4 ran · 16 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 1 violated, 10 with no contract checked; 5 where Syntology's instrument failed) · 13 unverified (of 29 harvested samples) · 2 pointer-only (licence)
• 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)
• Bridging the Gap Between Value and Policy Based Reinforcement Learning
  28 Feb 2017 · 1 repository · arXiv:1702.08892
• Stabilising Experience Replay for Deep Multi-Agent Reinforcement Learning
  28 Feb 2017 · 5 repositories · arXiv:1702.08887
• Learning Control for Air Hockey Striking using Deep Reinforcement Learning
  26 Feb 2017 · 0 repositories · arXiv:1702.08074
• 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
• FPGA Architecture for Deep Learning and its application to Planetary Robotics
  26 Jan 2017 · 0 repositories · arXiv:1701.07543
• Vulnerability of Deep Reinforcement Learning to Policy Induction Attacks
  16 Jan 2017 · 1 repository · arXiv:1701.04143
• Deep Reinforcement Learning for Multi-Domain Dialogue Systems
  26 Nov 2016 · 1 repository · arXiv:1611.08675
• Memory Lens: How Much Memory Does an Agent Use?
  21 Nov 2016 · 0 repositories · arXiv:1611.06928
• Averaged-DQN: Variance Reduction and Stabilization for Deep Reinforcement Learning
  7 Nov 2016 · 0 repositories · arXiv:1611.01929
• Learning to Play in a Day: Faster Deep Reinforcement Learning by Optimality Tightening
  5 Nov 2016 · 1 repository · arXiv:1611.01606
• Combating Reinforcement Learning's Sisyphean Curse with Intrinsic Fear
  3 Nov 2016 · 0 repositories · arXiv:1611.01211
• Using a Deep Reinforcement Learning Agent for Traffic Signal Control
  3 Nov 2016 · 0 repositories · arXiv:1611.01142
• Internet of Things Applications: Animal Monitoring with Unmanned Aerial Vehicle
  17 Oct 2016 · 0 repositories · arXiv:1610.05287
• Deep Reinforcement Learning From Raw Pixels in Doom
  7 Oct 2016 · 0 repositories · arXiv:1610.02164
• Active exploration in parameterized reinforcement learning
  6 Oct 2016 · 1 repository · arXiv:1610.01986
• Opponent Modeling in Deep Reinforcement Learning
  18 Sep 2016 · 1 repository · arXiv:1609.05559
• Episodic Exploration for Deep Deterministic Policies: An Application to StarCraft Micromanagement Tasks
  10 Sep 2016 · 0 repositories · arXiv:1609.02993
• Multi Exit Configuration of Mesoscopic Pedestrian Simulation
  6 Sep 2016 · 0 repositories · arXiv:1609.01475
• BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems
  17 Aug 2016 · 0 repositories · arXiv:1608.05081
• Deep Reinforcement Learning Discovers Internal Models
  16 Jun 2016 · 0 repositories · arXiv:1606.05174
• Deep Reinforcement Learning With Macro-Actions
  15 Jun 2016 · 0 repositories · arXiv:1606.04615
• ViZDoom: A Doom-based AI Research Platform for Visual Reinforcement Learning
  6 May 2016 · 10 repositories · arXiv:1605.02097
  Syntology community repositories only · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• Classifying Options for Deep Reinforcement Learning
  27 Apr 2016 · 0 repositories · arXiv:1604.08153
• Neurohex: A Deep Q-learning Hex Agent
  24 Apr 2016 · 0 repositories · arXiv:1604.07097
• Continuous Deep Q-Learning with Model-based Acceleration
  2 Mar 2016 · 8 repositories · arXiv:1603.00748
  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) · 1 unverified (of 3 harvested samples)
• Reinforcement Learning approach for Real Time Strategy Games Battle city and S3
  16 Feb 2016 · 0 repositories · arXiv:1602.04936