Methods › Reinforcement Learning › Off-Policy TD Control › Q-Learning › Papers, page 13

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 13 of 18: papers 1,201 to 1,300 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.

• Reward Machines for Cooperative Multi-Agent Reinforcement Learning
  3 Jul 2020 · 2 repositories · arXiv:2007.01962
• Decentralized Deep Reinforcement Learning for Network Level Traffic Signal Control
  2 Jul 2020 · 0 repositories · arXiv:2007.03433
• Gradient Temporal-Difference Learning with Regularized Corrections
  1 Jul 2020 · 1 repository · arXiv:2007.00611
  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)
• Group Equivariant Deep Reinforcement Learning
  1 Jul 2020 · 1 repository · arXiv:2007.03437
  Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Regularly Updated Deterministic Policy Gradient Algorithm
  1 Jul 2020 · 0 repositories · arXiv:2007.00169
• Provably More Efficient Q-Learning in the One-Sided-Feedback/Full-Feedback Settings
  30 Jun 2020 · 0 repositories · arXiv:2007.00080
• Concept and the implementation of a tool to convert industry 4.0 environments modeled as FSM to an OpenAI Gym wrapper
  29 Jun 2020 · 0 repositories · arXiv:2006.16035
• Using Reinforcement Learning to Herd a Robotic Swarm to a Target Distribution
  29 Jun 2020 · 0 repositories · arXiv:2006.15807
• Image Classification by Reinforcement Learning with Two-State Q-Learning
  28 Jun 2020 · 1 repository · arXiv:2007.01298
• Lookahead-Bounded Q-Learning
  28 Jun 2020 · 1 repository · arXiv:2006.15690
• Reinforcement Learning Based Handwritten Digit Recognition with Two-State Q-Learning
  28 Jun 2020 · 0 repositories · arXiv:2007.01193
• Offline Contextual Bandits with Overparameterized Models
  27 Jun 2020 · 1 repository · arXiv:2006.15368
• Q-Learning with Differential Entropy of Q-Tables
  26 Jun 2020 · 0 repositories · arXiv:2006.14795
• Some approaches used to overcome overestimation in Deep Reinforcement Learning algorithms
  25 Jun 2020 · 0 repositories · arXiv:2006.14167
• Preventing Value Function Collapse in Ensemble Q-Learning by Maximizing Representation Diversity
  24 Jun 2020 · 0 repositories · arXiv:2006.13823
• RL Unplugged: A Suite of Benchmarks for Offline Reinforcement Learning
  24 Jun 2020 · 2 repositories · arXiv:2006.13888
• Deep Reinforcement Learning Control for Radar Detection and Tracking in Congested Spectral Environments
  23 Jun 2020 · 0 repositories · arXiv:2006.13173
• Risk-Sensitive Reinforcement Learning: Near-Optimal Risk-Sample Tradeoff in Regret
  22 Jun 2020 · 0 repositories · arXiv:2006.13827
• NROWAN-DQN: A Stable Noisy Network with Noise Reduction and Online Weight Adjustment for Exploration
  19 Jun 2020 · 0 repositories · arXiv:2006.10980
• Efficient Ridesharing Dispatch Using Multi-Agent Reinforcement Learning
  18 Jun 2020 · 1 repository · arXiv:2006.10897
• Parameterized MDPs and Reinforcement Learning Problems -- A Maximum Entropy Principle Based Framework
  17 Jun 2020 · 0 repositories · arXiv:2006.09646
• Semantic Visual Navigation by Watching YouTube Videos
  17 Jun 2020 · 1 repository · arXiv:2006.10034
• The Sample Complexity of Teaching-by-Reinforcement on Q-Learning
  16 Jun 2020 · 0 repositories · arXiv:2006.09324
• Interaction Networks: Using a Reinforcement Learner to train other Machine Learning algorithms
  15 Jun 2020 · 0 repositories · arXiv:2006.08457
• Decorrelated Double Q-learning
  12 Jun 2020 · 0 repositories · arXiv:2006.06956
• Deep Reinforcement Learning for Neural Control
  12 Jun 2020 · 0 repositories · arXiv:2006.07352
• Human and Multi-Agent collaboration in a human-MARL teaming framework
  12 Jun 2020 · 0 repositories · arXiv:2006.07301
• Safety-guaranteed Reinforcement Learning based on Multi-class Support Vector Machine
  12 Jun 2020 · 0 repositories · arXiv:2006.07446
• Self-Imitation Learning via Generalized Lower Bound Q-learning
  12 Jun 2020 · 0 repositories · arXiv:2006.07442
  Syntology 16 ran (of which 4 constructed an object rather than computing a result; 13 with no instrument failure: 0 honoured, 2 violated, 11 with no contract checked; 3 where Syntology's instrument failed) · 4 unverified (of 20 harvested samples) · 11 pointer-only (licence)
• Exploration by Maximizing Rényi Entropy for Reward-Free RL Framework
  11 Jun 2020 · 0 repositories · arXiv:2006.06193
• Fitted Q-Learning for Relational Domains
  10 Jun 2020 · 0 repositories · arXiv:2006.05595
• Model-Free Algorithm and Regret Analysis for MDPs with Long-Term Constraints
  10 Jun 2020 · 0 repositories · arXiv:2006.05961
• Multi-Agent Reinforcement Learning in a Realistic Limit Order Book Market Simulation
  10 Jun 2020 · 0 repositories · arXiv:2006.05574
• Privacy-Cost Management in Smart Meters with Mutual Information-Based Reinforcement Learning
  10 Jun 2020 · 0 repositories · arXiv:2006.06106
• Reinforcement Learning-Based Joint Self-Optimisation Method for the Fuzzy Logic Handover Algorithm in 5G HetNets
  9 Jun 2020 · 0 repositories · arXiv:2006.05010
• A Model-free Learning Algorithm for Infinite-horizon Average-reward MDPs with Near-optimal Regret
  8 Jun 2020 · 0 repositories · arXiv:2006.04354
• Balancing a CartPole System with Reinforcement Learning -- A Tutorial
  8 Jun 2020 · 0 repositories · arXiv:2006.04938
• Can Temporal-Difference and Q-Learning Learn Representation? A Mean-Field Theory
  8 Jun 2020 · 0 repositories · arXiv:2006.04761
• Conservative Q-Learning for Offline Reinforcement Learning
  8 Jun 2020 · 18 repositories · arXiv:2006.04779
  Syntology community repositories only · 31 ran (of which 5 constructed an object rather than computing a result; 28 with no instrument failure: 2 honoured, 0 violated, 26 with no contract checked; 3 where Syntology's instrument failed) · 3 unverified (of 34 harvested samples) · 19 pointer-only (licence)
• A Multi-step and Resilient Predictive Q-learning Algorithm for IoT with Human Operators in the Loop: A Case Study in Water Supply Networks
  6 Jun 2020 · 0 repositories · arXiv:2006.03899
• Logical Team Q-learning: An approach towards factored policies in cooperative MARL
  5 Jun 2020 · 0 repositories · arXiv:2006.03553
• A Novel Update Mechanism for Q-Networks Based On Extreme Learning Machines
  4 Jun 2020 · 1 repository · arXiv:2006.02986
• Sample Complexity of Asynchronous Q-Learning: Sharper Analysis and Variance Reduction
  4 Jun 2020 · 0 repositories · arXiv:2006.03041
• Mitigating Bias in Face Recognition Using Skewness-Aware Reinforcement Learning
  1 Jun 2020 · 0 repositories
• Towards Understanding Cooperative Multi-Agent Q-Learning with Value Factorization
  31 May 2020 · 0 repositories · arXiv:2006.00587
• Active Measure Reinforcement Learning for Observation Cost Minimization
  26 May 2020 · 0 repositories · arXiv:2005.12697
• Learning to Charge RF-Energy Harvesting Devices in WiFi Networks
  25 May 2020 · 0 repositories · arXiv:2005.12022
• Should artificial agents ask for help in human-robot collaborative problem-solving?
  25 May 2020 · 0 repositories · arXiv:2006.00882
• A reinforcement learning based decision support system in textile manufacturing process
  20 May 2020 · 0 repositories · arXiv:2005.09867
• Prototypical Q Networks for Automatic Conversational Diagnosis and Few-Shot New Disease Adaption
  19 May 2020 · 0 repositories · arXiv:2005.11153
• Basal Glucose Control in Type 1 Diabetes using Deep Reinforcement Learning: An In Silico Validation
  18 May 2020 · 0 repositories · arXiv:2005.09059
• Local and Global Explanations of Agent Behavior: Integrating Strategy Summaries with Saliency Maps
  18 May 2020 · 1 repository · arXiv:2005.08874
  Syntology official (archive's flag): 9 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) · 6 unverified (of 15 harvested samples)
• A Deep Q-learning/genetic Algorithms Based Novel Methodology For Optimizing Covid-19 Pandemic Government Actions
  15 May 2020 · 0 repositories · arXiv:2005.07656
• A Deep Reinforcement Learning Approach to Efficient Drone Mobility Support
  11 May 2020 · 0 repositories · arXiv:2005.05229
• An FPGA-Based On-Device Reinforcement Learning Approach using Online Sequential Learning
  10 May 2020 · 0 repositories · arXiv:2005.04646
• Reinforcement Learning for Thermostatically Controlled Loads Control using Modelica and Python
  9 May 2020 · 0 repositories · arXiv:2005.04444
• Optimal Beam Association for High Mobility mmWave Vehicular Networks: Lightweight Parallel Reinforcement Learning Approach
  2 May 2020 · 0 repositories · arXiv:2005.00694
• Implementing Inductive bias for different navigation tasks through diverse RNN attrractors
  1 May 2020 · 0 repositories
• Learning Efficient Parameter Server Synchronization Policies for Distributed SGD
  1 May 2020 · 0 repositories
• Whittle index based Q-learning for restless bandits with average reward
  29 Apr 2020 · 0 repositories · arXiv:2004.14427
• Learning Dialog Policies from Weak Demonstrations
  23 Apr 2020 · 0 repositories · arXiv:2004.11054
• Spatial Action Maps for Mobile Manipulation
  20 Apr 2020 · 1 repository · arXiv:2004.09141
  Syntology official (archive's flag): 8 ran · 8 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; 2 where Syntology's instrument failed) · 0 unverified (of 8 harvested samples) · 1 pointer-only (licence)
• Deep Reinforcement Learning for Adaptive Learning Systems
  17 Apr 2020 · 0 repositories · arXiv:2004.08410
• Show Us the Way: Learning to Manage Dialog from Demonstrations
  17 Apr 2020 · 0 repositories · arXiv:2004.08114
• K-spin Hamiltonian for quantum-resolvable Markov decision processes
  13 Apr 2020 · 0 repositories · arXiv:2004.06040
• Risk-Aware High-level Decisions for Automated Driving at Occluded Intersections with Reinforcement Learning
  9 Apr 2020 · 0 repositories · arXiv:2004.04450
• An Application of Deep Reinforcement Learning to Algorithmic Trading
  7 Apr 2020 · 1 repository · arXiv:2004.06627
• Uniform State Abstraction For Reinforcement Learning
  6 Apr 2020 · 0 repositories · arXiv:2004.02919
• Zero-Shot Learning of Text Adventure Games with Sentence-Level Semantics
  6 Apr 2020 · 0 repositories · arXiv:2004.02986
• Multi-agent Reinforcement Learning for Resource Allocation in IoT networks with Edge Computing
  5 Apr 2020 · 0 repositories · arXiv:2004.02315
• Minimizing Age-of-Information for Fog Computing-supported Vehicular Networks with Deep Q-learning
  4 Apr 2020 · 0 repositories · arXiv:2004.04640
• Reinforcement Learning for Mixed-Integer Problems Based on MPC
  3 Apr 2020 · 0 repositories · arXiv:2004.01430
• Statistically Model Checking PCTL Specifications on Markov Decision Processes via Reinforcement Learning
  1 Apr 2020 · 0 repositories · arXiv:2004.00273
• Enhanced Rolling Horizon Evolution Algorithm with Opponent Model Learning: Results for the Fighting Game AI Competition
  31 Mar 2020 · 0 repositories · arXiv:2003.13949
• Robust Q-learning
  27 Mar 2020 · 0 repositories · arXiv:2003.12427
• Importance of using appropriate baselines for evaluation of data-efficiency in deep reinforcement learning for Atari
  23 Mar 2020 · 0 repositories · arXiv:2003.10181
• Using Deep Reinforcement Learning Methods for Autonomous Vessels in 2D Environments
  23 Mar 2020 · 1 repository · arXiv:2003.10249
• Distributed Reinforcement Learning for Cooperative Multi-Robot Object Manipulation
  21 Mar 2020 · 0 repositories · arXiv:2003.09540
• FlapAI Bird: Training an Agent to Play Flappy Bird Using Reinforcement Learning Techniques
  21 Mar 2020 · 2 repositories · arXiv:2003.09579
• Deep Reinforcement Learning with Weighted Q-Learning
  20 Mar 2020 · 0 repositories · arXiv:2003.09280
• Deep Constrained Q-learning
  20 Mar 2020 · 0 repositories · arXiv:2003.09398
• Robust Deep Reinforcement Learning against Adversarial Perturbations on State Observations
  19 Mar 2020 · 4 repositories · arXiv:2003.08938
• Simultaneous Navigation and Radio Mapping for Cellular-Connected UAV with Deep Reinforcement Learning
  17 Mar 2020 · 1 repository · arXiv:2003.07574
• DisCor: Corrective Feedback in Reinforcement Learning via Distribution Correction
  16 Mar 2020 · 4 repositories · arXiv:2003.07305
  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) · 1 unverified (of 2 harvested samples)
• Active Perception and Representation for Robotic Manipulation
  15 Mar 2020 · 0 repositories · arXiv:2003.06734
• A General Framework for Learning Mean-Field Games
  13 Mar 2020 · 0 repositories · arXiv:2003.06069
• Application of Deep Q-Network in Portfolio Management
  13 Mar 2020 · 0 repositories · arXiv:2003.06365
• Provably Efficient Model-Free Algorithm for MDPs with Peak Constraints
  11 Mar 2020 · 0 repositories · arXiv:2003.05555
• A Multi-Agent Reinforcement Learning Approach For Safe and Efficient Behavior Planning Of Connected Autonomous Vehicles
  9 Mar 2020 · 0 repositories · arXiv:2003.04371
• Software-Level Accuracy Using Stochastic Computing With Charge-Trap-Flash Based Weight Matrix
  9 Mar 2020 · 0 repositories · arXiv:2004.11120
• Dynamic Experience Replay
  4 Mar 2020 · 0 repositories · arXiv:2003.02372
• Contention Window Optimization in IEEE 802.11ax Networks with Deep Reinforcement Learning
  3 Mar 2020 · 1 repository · arXiv:2003.01492
• Relevance-Guided Modeling of Object Dynamics for Reinforcement Learning
  3 Mar 2020 · 0 repositories · arXiv:2003.01384
• Deep Reinforcement Learning for FlipIt Security Game
  28 Feb 2020 · 0 repositories · arXiv:2002.12909
• ConQUR: Mitigating Delusional Bias in Deep Q-learning
  27 Feb 2020 · 1 repository · arXiv:2002.12399
• Optimistic Exploration even with a Pessimistic Initialisation
  26 Feb 2020 · 1 repository · arXiv:2002.12174
  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) · 0 unverified (of 1 harvested sample)
• G-Learner and GIRL: Goal Based Wealth Management with Reinforcement Learning
  25 Feb 2020 · 0 repositories · arXiv:2002.10990
• A Double Q-Learning Approach for Navigation of Aerial Vehicles with Connectivity Constraint
  24 Feb 2020 · 0 repositories · arXiv:2002.10563
• Millimeter Wave Communications with an Intelligent Reflector: Performance Optimization and Distributional Reinforcement Learning
  24 Feb 2020 · 0 repositories · arXiv:2002.10572
• Q-learning with Uniformly Bounded Variance: Large Discounting is Not a Barrier to Fast Learning
  24 Feb 2020 · 0 repositories · arXiv:2002.10301