Methods › Reinforcement Learning › Q-Learning Networks › DQN › Papers, page 2

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 2 of 6: papers 101 to 200 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.

• Wake-Sleep Consolidated Learning
  6 Dec 2023 · 0 repositories · arXiv:2401.08623
• Lights out: training RL agents robust to temporary blindness
  5 Dec 2023 · 0 repositories · arXiv:2312.02665
• AdsorbRL: Deep Multi-Objective Reinforcement Learning for Inverse Catalysts Design
  4 Dec 2023 · 1 repository · arXiv:2312.02308
  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: 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)
• Self-Driving Telescopes: Autonomous Scheduling of Astronomical Observation Campaigns with Offline Reinforcement Learning
  29 Nov 2023 · 0 repositories · arXiv:2311.18094
• Reinforcement Learning for Wildfire Mitigation in Simulated Disaster Environments
  27 Nov 2023 · 1 repository · arXiv:2311.15925
  Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 7 harvested samples)
• Two-compartment neuronal spiking model expressing brain-state specific apical-amplification, -isolation and -drive regimes
  10 Nov 2023 · 0 repositories · arXiv:2311.06074
• Advancing Algorithmic Trading: A Multi-Technique Enhancement of Deep Q-Network Models
  9 Nov 2023 · 0 repositories · arXiv:2311.05743
• Selectively Sharing Experiences Improves Multi-Agent Reinforcement Learning
  1 Nov 2023 · 1 repository · arXiv:2311.00865
  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)
• Automaton Distillation: Neuro-Symbolic Transfer Learning for Deep Reinforcement Learning
  29 Oct 2023 · 0 repositories · arXiv:2310.19137
• Weakly Coupled Deep Q-Networks
  28 Oct 2023 · 0 repositories · arXiv:2310.18803
  Syntology 5 ran (of which 2 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 2 where Syntology's instrument failed) · 5 unverified (of 10 harvested samples) · 10 pointer-only (licence)
• On the Convergence and Sample Complexity Analysis of Deep Q-Networks with ε-Greedy Exploration
  24 Oct 2023 · 0 repositories · arXiv:2310.16173
• Reinforcement learning based local path planning for mobile robot
  24 Oct 2023 · 0 repositories · arXiv:2403.12463
• Deep Reinforcement Learning-based Intelligent Traffic Signal Controls with Optimized CO2 emissions
  19 Oct 2023 · 1 repository · arXiv:2310.13129
• Automatic Music Playlist Generation via Simulation-based Reinforcement Learning
  13 Oct 2023 · 0 repositories · arXiv:2310.09123
• Optimal Scheduling of Electric Vehicle Charging with Deep Reinforcement Learning considering End Users Flexibility
  13 Oct 2023 · 0 repositories · arXiv:2310.09040
• Learning RL-Policies for Joint Beamforming Without Exploration: A Batch Constrained Off-Policy Approach
  12 Oct 2023 · 1 repository · arXiv:2310.08660
• Optimal Sequential Decision-Making in Geosteering: A Reinforcement Learning Approach
  7 Oct 2023 · 0 repositories · arXiv:2310.04772
• PGDQN: Preference-Guided Deep Q-Network
  3 Oct 2023 · 1 repository
• SI-SD: Sleep Interpreter through awake-guided cross-subject Semantic Decoding
  28 Sep 2023 · 0 repositories · arXiv:2309.16457
• Deep Reinforcement Learning for the Heat Transfer Control of Pulsating Impinging Jets
  25 Sep 2023 · 0 repositories · arXiv:2309.13955
• Enhancing data efficiency in reinforcement learning: a novel imagination mechanism based on mesh information propagation
  25 Sep 2023 · 2 repositories · arXiv:2309.14243
• Enhancing Healthcare with EOG: A Novel Approach to Sleep Stage Classification
  25 Sep 2023 · 0 repositories · arXiv:2310.03757
• Implicit Sensing in Traffic Optimization: Advanced Deep Reinforcement Learning Techniques
  25 Sep 2023 · 0 repositories · arXiv:2309.14395
• On the Convergence and Sample Complexity Analysis of Deep Q-Networks with ϵ-Greedy Exploration
  21 Sep 2023 · 0 repositories
• Adaptive Multi-Agent Deep Reinforcement Learning for Timely Healthcare Interventions
  20 Sep 2023 · 0 repositories · arXiv:2309.10980
• Coalescent processes emerging from large deviations
  28 Aug 2023 · 0 repositories · arXiv:2308.14715
• Prompt to Transfer: Sim-to-Real Transfer for Traffic Signal Control with Prompt Learning
  28 Aug 2023 · 1 repository · arXiv:2308.14284
  Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• A Graph Neural Network-Based QUBO-Formulated Hamiltonian-Inspired Loss Function for Combinatorial Optimization using Reinforcement Learning
  27 Aug 2023 · 0 repositories · arXiv:2308.13978
• Integrating Renewable Energy in Agriculture: A Deep Reinforcement Learning-based Approach
  16 Aug 2023 · 0 repositories · arXiv:2308.08611
• Bag of Policies for Distributional Deep Exploration
  3 Aug 2023 · 0 repositories · arXiv:2308.01759
• Caching-at-STARS: the Next Generation Edge Caching
  1 Aug 2023 · 0 repositories · arXiv:2308.00562
• Pixel to policy: DQN Encoders for within & cross-game reinforcement learning
  1 Aug 2023 · 0 repositories · arXiv:2308.00318
• ETHER: Aligning Emergent Communication for Hindsight Experience Replay
  28 Jul 2023 · 0 repositories · arXiv:2307.15494
• Goal-Conditioned Reinforcement Learning with Disentanglement-based Reachability Planning
  20 Jul 2023 · 0 repositories · arXiv:2307.10846
• Distributed 3D-Beam Reforming for Hovering-Tolerant UAVs Communication over Coexistence: A Deep-Q Learning for Intelligent Space-Air-Ground Integrated Networks
  18 Jul 2023 · 0 repositories · arXiv:2307.09325
• Measuring and Mitigating Interference in Reinforcement Learning
  10 Jul 2023 · 0 repositories · arXiv:2307.04887
• Probabilistic Counterexample Guidance for Safer Reinforcement Learning (Extended Version)
  10 Jul 2023 · 1 repository · arXiv:2307.04927
• Investigating the Edge of Stability Phenomenon in Reinforcement Learning
  9 Jul 2023 · 0 repositories · arXiv:2307.04210
• Comparing Multiclass Classification Algorithms for Financial Distress Prediction
  8 Jul 2023 · 0 repositories · arXiv:2307.03908
• ContainerGym: A Real-World Reinforcement Learning Benchmark for Resource Allocation
  6 Jul 2023 · 1 repository · arXiv:2307.02991
• Interpretable and Secure Trajectory Optimization for UAV-Assisted Communication
  5 Jul 2023 · 0 repositories · arXiv:2307.02002
• Vanishing Bias Heuristic-guided Reinforcement Learning Algorithm
  17 Jun 2023 · 0 repositories · arXiv:2306.10216
• Quasi-Newton Updating for Large-Scale Distributed Learning
  7 Jun 2023 · 0 repositories · arXiv:2306.04111
• Deep Q-Learning versus Proximal Policy Optimization: Performance Comparison in a Material Sorting Task
  2 Jun 2023 · 0 repositories · arXiv:2306.01451
• VA-learning as a more efficient alternative to Q-learning
  29 May 2023 · 0 repositories · arXiv:2305.18161
• Deep Reinforcement Learning-based Multi-objective Path Planning on the Off-road Terrain Environment for Ground Vehicles
  23 May 2023 · 0 repositories · arXiv:2305.13783
• How does agency impact human-AI collaborative design space exploration? A case study on ship design with deep generative models
  16 May 2023 · 0 repositories · arXiv:2305.10451
• An Intelligent SDWN Routing Algorithm Based on Network Situational Awareness and Deep Reinforcement Learning
  12 May 2023 · 1 repository · arXiv:2305.10441
• On Practical Robust Reinforcement Learning: Practical Uncertainty Set and Double-Agent Algorithm
  11 May 2023 · 0 repositories · arXiv:2305.06657
• Extracting Diagnosis Pathways from Electronic Health Records Using Deep Reinforcement Learning
  10 May 2023 · 1 repository · arXiv:2305.06295
• Position Bias Estimation with Item Embedding for Sparse Dataset
  10 May 2023 · 0 repositories · arXiv:2305.13931
• Bridging RL Theory and Practice with the Effective Horizon
  19 Apr 2023 · 1 repository · arXiv:2304.09853
• Collaborative Multi-BS Power Management for Dense Radio Access Network using Deep Reinforcement Learning
  17 Apr 2023 · 1 repository · arXiv:2304.07976
• RELS-DQN: A Robust and Efficient Local Search Framework for Combinatorial Optimization
  11 Apr 2023 · 0 repositories · arXiv:2304.06048
• Full Gradient Deep Reinforcement Learning for Average-Reward Criterion
  7 Apr 2023 · 0 repositories · arXiv:2304.03729
• Computational role of sleep in memory reorganization
  6 Apr 2023 · 0 repositories · arXiv:2304.02873
• Multi-Agent Reinforcement Learning with Action Masking for UAV-enabled Mobile Communications
  29 Mar 2023 · 1 repository · arXiv:2303.16737
• Self-Inspection Method of Unmanned Aerial Vehicles in Power Plants Using Deep Q-Network Reinforcement Learning
  16 Mar 2023 · 0 repositories · arXiv:2303.09013
• Recovering Arrhythmic EEG Transients from Their Stochastic Interference
  14 Mar 2023 · 0 repositories · arXiv:2303.07683
• A Framework for History-Aware Hyperparameter Optimisation in Reinforcement Learning
  9 Mar 2023 · 0 repositories · arXiv:2303.05186
• Gauss-Newton Temporal Difference Learning with Nonlinear Function Approximation
  25 Feb 2023 · 0 repositories · arXiv:2302.13087
• Ensemble Value Functions for Efficient Exploration in Multi-Agent Reinforcement Learning
  7 Feb 2023 · 0 repositories · arXiv:2302.03439
• Deep Reinforcement Learning for Traffic Light Control in Intelligent Transportation Systems
  4 Feb 2023 · 0 repositories · arXiv:2302.03669
• Accelerating Policy Gradient by Estimating Value Function from Prior Computation in Deep Reinforcement Learning
  2 Feb 2023 · 0 repositories · arXiv:2302.01399
• Sample Efficient Deep Reinforcement Learning via Local Planning
  29 Jan 2023 · 0 repositories · arXiv:2301.12579
• schlably: A Python Framework for Deep Reinforcement Learning Based Scheduling Experiments
  10 Jan 2023 · 1 repository · arXiv:2301.04182
• XDQN: Inherently Interpretable DQN through Mimicking
  8 Jan 2023 · 0 repositories · arXiv:2301.03043
• Hierarchical Deep Reinforcement Learning for Age-of-Information Minimization in IRS-aided and Wireless-powered Wireless Networks
  27 Dec 2022 · 0 repositories · arXiv:2212.13390
• Control of Continuous Quantum Systems with Many Degrees of Freedom based on Convergent Reinforcement Learning
  21 Dec 2022 · 1 repository · arXiv:2212.10705
• Neighboring state-based RL Exploration
  21 Dec 2022 · 0 repositories · arXiv:2212.10712
• Airfoil Shape Optimization using Deep Q-Network
  29 Nov 2022 · 0 repositories · arXiv:2211.17189
• Applying Deep Reinforcement Learning to the HP Model for Protein Structure Prediction
  27 Nov 2022 · 1 repository · arXiv:2211.14939
  Syntology official (archive's flag): 11 ran · 11 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 13 harvested samples)
• Simultaneously Updating All Persistence Values in Reinforcement Learning
  21 Nov 2022 · 0 repositories · arXiv:2211.11620
• Solar Power driven EV Charging Optimization with Deep Reinforcement Learning
  17 Nov 2022 · 0 repositories · arXiv:2211.09479
• NREM and REM: cognitive and energetic gains in thalamo-cortical sleeping and awake spiking model
  13 Nov 2022 · 0 repositories · arXiv:2211.06889
• Deep W-Networks: Solving Multi-Objective Optimisation Problems With Deep Reinforcement Learning
  9 Nov 2022 · 1 repository · arXiv:2211.04813
• Deep Reinforcement Learning for Power Control in Next-Generation WiFi Network Systems
  2 Nov 2022 · 0 repositories · arXiv:2211.01107
• Representation Learning for General-sum Low-rank Markov Games
  30 Oct 2022 · 0 repositories · arXiv:2210.16976
• DeFIX: Detecting and Fixing Failure Scenarios with Reinforcement Learning in Imitation Learning Based Autonomous Driving
  29 Oct 2022 · 2 repositories · arXiv:2210.16567
• Elastic Step DQN: A novel multi-step algorithm to alleviate overestimation in Deep QNetworks
  7 Oct 2022 · 0 repositories · arXiv:2210.03325
• Exploration Policies for On-the-Fly Controller Synthesis: A Reinforcement Learning Approach
  7 Oct 2022 · 1 repository · arXiv:2210.05393
• M²DQN: A Robust Method for Accelerating Deep Q-learning Network
  16 Sep 2022 · 1 repository · arXiv:2209.07809
• Reducing Variance in Temporal-Difference Value Estimation via Ensemble of Deep Networks
  16 Sep 2022 · 1 repository · arXiv:2209.07670
• Pathfinding in Random Partially Observable Environments with Vision-Informed Deep Reinforcement Learning
  11 Sep 2022 · 0 repositories · arXiv:2209.04801
• Continual learning benefits from multiple sleep mechanisms: NREM, REM, and Synaptic Downscaling
  9 Sep 2022 · 0 repositories · arXiv:2209.05245
• Distilling Deep RL Models Into Interpretable Neuro-Fuzzy Systems
  7 Sep 2022 · 0 repositories · arXiv:2209.03357
• Disentangled Modeling of Domain and Relevance for Adaptable Dense Retrieval
  11 Aug 2022 · 1 repository · arXiv:2208.05753
• Prediction-based Hybrid Slicing Framework for Service Level Agreement Guarantee in Mobility Scenarios: A Deep Learning Approach
  6 Aug 2022 · 0 repositories · arXiv:2208.03460
• A Maintenance Planning Framework using Online and Offline Deep Reinforcement Learning
  1 Aug 2022 · 0 repositories · arXiv:2208.00808
• A Deep Reinforcement Learning Approach for Finding Non-Exploitable Strategies in Two-Player Atari Games
  18 Jul 2022 · 2 repositories · arXiv:2207.08894
  Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 10 harvested samples)
• Boolean Decision Rules for Reinforcement Learning Policy Summarisation
  18 Jul 2022 · 0 repositories · arXiv:2207.08651
• Deep Reinforcement Learning with Swin Transformers
  30 Jun 2022 · 1 repository · arXiv:2206.15269
• DNA: Proximal Policy Optimization with a Dual Network Architecture
  20 Jun 2022 · 1 repository · arXiv:2206.10027
• Sampling Efficient Deep Reinforcement Learning through Preference-Guided Stochastic Exploration
  20 Jun 2022 · 1 repository · arXiv:2206.09627
• Goal-Space Planning with Subgoal Models
  6 Jun 2022 · 0 repositories · arXiv:2206.02902
• The Phenomenon of Policy Churn
  1 Jun 2022 · 0 repositories · arXiv:2206.00730
• Efficient Reward Poisoning Attacks on Online Deep Reinforcement Learning
  30 May 2022 · 1 repository · arXiv:2205.14842
  Syntology official (archive's flag): 3 ran · 3 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; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Improving Bidding and Playing Strategies in the Trick-Taking game Wizard using Deep Q-Networks
  27 May 2022 · 0 repositories · arXiv:2205.13834
• Multiple Domain Cyberspace Attack and Defense Game Based on Reward Randomization Reinforcement Learning
  23 May 2022 · 0 repositories · arXiv:2205.10990
• Long Run Incremental Cost (LRIC) Distribution Network Pricing in UK, advising China's Distribution Network
  20 May 2022 · 0 repositories · arXiv:2205.09946