Methods › Reinforcement Learning › Policy Gradient Methods › DDPG › Papers, page 2

Deep Deterministic Policy Gradient

DDPG

Papers archive 2025-07-28

archive papers tagged: 218 · with a code link: 71 · where Syntology ran a sample: 14 (13 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (14 of 218 tagged: 13 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument)

Page 2 of 3: papers 101 to 200 of 218, 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.

• 3DPG: Distributed Deep Deterministic Policy Gradient Algorithms for Networked Multi-Agent Systems
  3 Jan 2022 · 0 repositories · arXiv:2201.00570
• Toward Pareto Efficient Fairness-Utility Trade-off inRecommendation through Reinforcement Learning
  1 Jan 2022 · 0 repositories · arXiv:2201.00140
• Deep Reinforcement Learning for Optimal Power Flow with Renewables Using Graph Information
  22 Dec 2021 · 0 repositories · arXiv:2112.11461
• Automating Control of Overestimation Bias for Reinforcement Learning
  26 Oct 2021 · 0 repositories · arXiv:2110.13523
• Recurrent Off-policy Baselines for Memory-based Continuous Control
  25 Oct 2021 · 1 repository · arXiv:2110.12628
• Computationally Efficient Safe Reinforcement Learning for Power Systems
  20 Oct 2021 · 0 repositories · arXiv:2110.10333
• Parallel Actors and Learners: A Framework for Generating Scalable RL Implementations
  3 Oct 2021 · 0 repositories · arXiv:2110.01101
• Bootstrapped Hindsight Experience replay with Counterintuitive Prioritization
  29 Sep 2021 · 0 repositories
• Experience Replay More When It's a Key Transition in Deep Reinforcement Learning
  29 Sep 2021 · 0 repositories
• Meta Attention For Off-Policy Actor-Critic
  29 Sep 2021 · 0 repositories
• SPP-RL: State Planning Policy Reinforcement Learning
  29 Sep 2021 · 0 repositories
• Deep Reinforcement Learning Based Multidimensional Resource Management for Energy Harvesting Cognitive NOMA Communications
  17 Sep 2021 · 0 repositories · arXiv:2109.09503
• Responsive Regulation of Dynamic UAV Communication Networks Based on Deep Reinforcement Learning
  25 Aug 2021 · 1 repository · arXiv:2108.11012
• Safe Deep Reinforcement Learning for Multi-Agent Systems with Continuous Action Spaces
  9 Aug 2021 · 1 repository · arXiv:2108.03952
  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)
• AI-Based Secure NOMA and Cognitive Radio enabled Green Communications: Channel State Information and Battery Value Uncertainties
  30 Jun 2021 · 0 repositories · arXiv:2106.15964
• A Reinforcement Learning Approach for an IRS-assisted NOMA Network
  17 Jun 2021 · 0 repositories · arXiv:2106.09611
• Deep Reinforcement Learning Based Optimization for IRS Based UAV-NOMA Downlink Networks
  17 Jun 2021 · 0 repositories · arXiv:2106.09616
• Efficient Continuous Control with Double Actors and Regularized Critics
  6 Jun 2021 · 1 repository · arXiv:2106.03050
• Deep Reinforcement Learning-based UAV Navigation and Control: A Soft Actor-Critic with Hindsight Experience Replay Approach
  2 Jun 2021 · 0 repositories · arXiv:2106.01016
• Improved Exploring Starts by Kernel Density Estimation-Based State-Space Coverage Acceleration in Reinforcement Learning
  19 May 2021 · 1 repository · arXiv:2105.08990
• Deep Deterministic Path Following
  13 Apr 2021 · 0 repositories · arXiv:2104.06014
• Deep Reinforcement Learning Based Controller for Active Heave Compensation
  12 Apr 2021 · 0 repositories · arXiv:2104.05599
• Progressive extension of reinforcement learning action dimension for asymmetric assembly tasks
  6 Apr 2021 · 0 repositories · arXiv:2104.04078
• Self-adaptive Torque Vectoring Controller Using Reinforcement Learning
  27 Mar 2021 · 1 repository · arXiv:2103.14892
• Simulation Studies on Deep Reinforcement Learning for Building Control with Human Interaction
  14 Mar 2021 · 0 repositories · arXiv:2103.07919
• Data-driven control of room temperature and bidirectional EV charging using deep reinforcement learning: simulations and experiments
  2 Mar 2021 · 0 repositories · arXiv:2103.01886
• Multi-Agent Path Planning based on MPC and DDPG
  26 Feb 2021 · 0 repositories · arXiv:2102.13283
• Hybrid Car-Following Strategy based on Deep Deterministic Policy Gradient and Cooperative Adaptive Cruise Control
  24 Feb 2021 · 0 repositories · arXiv:2103.03796
• Escaping from Zero Gradient: Revisiting Action-Constrained Reinforcement Learning via Frank-Wolfe Policy Optimization
  22 Feb 2021 · 0 repositories · arXiv:2102.11055
• Accelerated Sim-to-Real Deep Reinforcement Learning: Learning Collision Avoidance from Human Player
  21 Feb 2021 · 1 repository · arXiv:2102.10711
• Deep Reinforcement Learning with Symmetric Prior for Predictive Power Allocation to Mobile Users
  10 Feb 2021 · 0 repositories · arXiv:2103.13298
• Explainable Reinforcement Learning for Longitudinal Control
  6 Feb 2021 · 1 repository
• A review of motion planning algorithms for intelligent robotics
  4 Feb 2021 · 0 repositories · arXiv:2102.02376
• Reinforcement Learning for Control of Valves
  29 Dec 2020 · 2 repositories · arXiv:2012.14668
• myGym: Modular Toolkit for Visuomotor Robotic Tasks
  21 Dec 2020 · 0 repositories · arXiv:2012.11643
• Policy Gradient for items Recommendation on Virtual Taobao
  14 Dec 2020 · 0 repositories
• Policy Gradient RL Algorithms as Directed Acyclic Graphs
  14 Dec 2020 · 1 repository · arXiv:2012.07763
• Virtual Autonomous Driving with Reinforcement Learning
  14 Dec 2020 · 0 repositories
• Efficient Reservoir Management through Deep Reinforcement Learning
  7 Dec 2020 · 0 repositories · arXiv:2012.03822
• FinRL: A Deep Reinforcement Learning Library for Automated Stock Trading in Quantitative Finance
  19 Nov 2020 · 6 repositories · arXiv:2011.09607
• Tonic: A Deep Reinforcement Learning Library for Fast Prototyping and Benchmarking
  15 Nov 2020 · 1 repository · arXiv:2011.07537
  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) · 1 unverified (of 4 harvested samples)
• Deep Reinforcement Learning in Electricity Generation Investment for the Minimization of Long-Term Carbon Emissions and Electricity Costs
  2 Nov 2020 · 0 repositories · arXiv:2011.02342
• Self-Driving Network and Service Coordination Using Deep Reinforcement Learning
  2 Nov 2020 · 1 repository
• Optimizing Coverage and Capacity in Cellular Networks using Machine Learning
  22 Oct 2020 · 0 repositories · arXiv:2010.13710
• A Learning Approach to Robot-Agnostic Force-Guided High Precision Assembly
  15 Oct 2020 · 0 repositories · arXiv:2010.08052
• Hindsight Experience Replay with Kronecker Product Approximate Curvature
  9 Oct 2020 · 0 repositories · arXiv:2010.06142
• Knowledge-Assisted Deep Reinforcement Learning in 5G Scheduler Design: From Theoretical Framework to Implementation
  17 Sep 2020 · 0 repositories · arXiv:2009.08346
• Optimization-driven Hierarchical Learning Framework for Wireless Powered Backscatter-aided Relay Communications
  4 Aug 2020 · 0 repositories · arXiv:2008.01366
• Human-like Energy Management Based on Deep Reinforcement Learning and Historical Driving Experiences
  16 Jul 2020 · 0 repositories · arXiv:2007.10126
• Regularly Updated Deterministic Policy Gradient Algorithm
  1 Jul 2020 · 0 repositories · arXiv:2007.00169
• Distributed Uplink Beamforming in Cell-Free Networks Using Deep Reinforcement Learning
  26 Jun 2020 · 0 repositories · arXiv:2006.15138
• Some approaches used to overcome overestimation in Deep Reinforcement Learning algorithms
  25 Jun 2020 · 0 repositories · arXiv:2006.14167
• The Effect of Multi-step Methods on Overestimation in Deep Reinforcement Learning
  23 Jun 2020 · 0 repositories · arXiv:2006.12692
• WD3: Taming the Estimation Bias in Deep Reinforcement Learning
  18 Jun 2020 · 0 repositories · arXiv:2006.12622
• An online evolving framework for advancing reinforcement-learning based automated vehicle control
  15 Jun 2020 · 0 repositories · arXiv:2006.08092
• Optimization-driven Deep Reinforcement Learning for Robust Beamforming in IRS-assisted Wireless Communications
  25 May 2020 · 0 repositories · arXiv:2005.11885
• PBCS : Efficient Exploration and Exploitation Using a Synergy between Reinforcement Learning and Motion Planning
  24 Apr 2020 · 0 repositories · arXiv:2004.11667
• Model-based actor-critic: GAN (model generator) + DRL (actor-critic) => AGI
  4 Apr 2020 · 0 repositories · arXiv:2004.04574
• Obstacle Avoidance and Navigation Utilizing Reinforcement Learning with Reward Shaping
  28 Mar 2020 · 1 repository · arXiv:2003.12863
• Accelerating Deep Reinforcement Learning With the Aid of Partial Model: Energy-Efficient Predictive Video Streaming
  21 Mar 2020 · 0 repositories · arXiv:2003.09708
• Robust Deep Reinforcement Learning against Adversarial Perturbations on State Observations
  19 Mar 2020 · 4 repositories · arXiv:2003.08938
• PFPN: Continuous Control of Physically Simulated Characters using Particle Filtering Policy Network
  16 Mar 2020 · 1 repository · arXiv:2003.06959
• Online Meta-Critic Learning for Off-Policy Actor-Critic Methods
  11 Mar 2020 · 1 repository · arXiv:2003.05334
  Syntology official (archive's flag): 6 ran · 6 ran (of which 6 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) · 0 unverified; every one of the 6 samples that ran constructed an object rather than computing a result (of 6 harvested samples) · 6 pointer-only (licence)
• 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
• Reinforcement co-Learning of Deep and Spiking Neural Networks for Energy-Efficient Mapless Navigation with Neuromorphic Hardware
  2 Mar 2020 · 1 repository · arXiv:2003.01157
  Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Interpretable End-to-end Urban Autonomous Driving with Latent Deep Reinforcement Learning
  23 Jan 2020 · 4 repositories · arXiv:2001.08726
  Syntology official (archive's flag): 2 ran · 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) · 4 unverified (of 6 harvested samples)
• Improved Exploration through Latent Trajectory Optimization in Deep Deterministic Policy Gradient
  15 Nov 2019 · 0 repositories · arXiv:1911.06833
• Ctrl-Z: Recovering from Instability in Reinforcement Learning
  9 Oct 2019 · 0 repositories · arXiv:1910.03732
• QuaRL: Quantization for Fast and Environmentally Sustainable Reinforcement Learning
  2 Oct 2019 · 1 repository · arXiv:1910.01055
  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)
• Constrained Attractor Selection Using Deep Reinforcement Learning
  23 Sep 2019 · 0 repositories · arXiv:1909.10500
• AC-Teach: A Bayesian Actor-Critic Method for Policy Learning with an Ensemble of Suboptimal Teachers
  9 Sep 2019 · 1 repository · arXiv:1909.04121
  Syntology 0 ran · 3 unverified (of 3 harvested samples)
• Deterministic Value-Policy Gradients
  9 Sep 2019 · 0 repositories · arXiv:1909.03939
• Hierarchical Control for Bipedal Locomotion using Central Pattern Generators and Neural Networks
  2 Sep 2019 · 1 repository · arXiv:1909.00732
• Incremental Reinforcement Learning --- a New Continuous Reinforcement Learning Frame Based on Stochastic Differential Equation methods
  8 Aug 2019 · 0 repositories · arXiv:1908.02974
• Improved Reinforcement Learning through Imitation Learning Pretraining Towards Image-based Autonomous Driving
  16 Jul 2019 · 0 repositories · arXiv:1907.06838
• Shapley Q-value: A Local Reward Approach to Solve Global Reward Games
  11 Jul 2019 · 2 repositories · arXiv:1907.05707
  Syntology official (archive's flag): 1 ran · 1 ran (of which 1 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) · 2 unverified; the one sample that ran constructed an object rather than computing a result (of 3 harvested samples) · 3 pointer-only (licence)
• Deep Reinforcement Learning for Unmanned Aerial Vehicle-Assisted Vehicular Networks
  12 Jun 2019 · 0 repositories · arXiv:1906.05015
• Harnessing Reinforcement Learning for Neural Motion Planning
  1 Jun 2019 · 1 repository · arXiv:1906.00214
• Deep Residual Reinforcement Learning
  3 May 2019 · 1 repository · arXiv:1905.01072
• CEM-RL: Combining evolutionary and gradient-based methods for policy search
  1 May 2019 · 0 repositories
• Learning agents with prioritization and parameter noise in continuous state and action space
  1 May 2019 · 0 repositories
• 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
• Deep Reinforcement Learning with Feedback-based Exploration
  14 Mar 2019 · 2 repositories · arXiv:1903.06151
• Asynchronous Episodic Deep Deterministic Policy Gradient: Towards Continuous Control in Computationally Complex Environments
  3 Mar 2019 · 1 repository · arXiv:1903.00827
• CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity
  14 Feb 2019 · 5 repositories · arXiv:1902.05605
• Reward Shaping via Meta-Learning
  27 Jan 2019 · 0 repositories · arXiv:1901.09330
• On-Policy Trust Region Policy Optimisation with Replay Buffers
  18 Jan 2019 · 2 repositories · arXiv:1901.06212
• Transfer Learning for Prosthetics Using Imitation Learning
  15 Jan 2019 · 1 repository · arXiv:1901.04772
• 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)
• Resource Constrained Deep Reinforcement Learning
  3 Dec 2018 · 0 repositories · arXiv:1812.00600
• Deep Reinforcement Learning for Autonomous Driving
  28 Nov 2018 · 1 repository · arXiv:1811.11329
• Modelling the Dynamic Joint Policy of Teammates with Attention Multi-agent DDPG
  13 Nov 2018 · 0 repositories · arXiv:1811.07029
• ACE: An Actor Ensemble Algorithm for Continuous Control with Tree Search
  6 Nov 2018 · 1 repository · arXiv:1811.02696
• Hierarchical Approaches for Reinforcement Learning in Parameterized Action Space
  23 Oct 2018 · 0 repositories · arXiv:1810.09656
• CURIOUS: Intrinsically Motivated Modular Multi-Goal Reinforcement Learning
  15 Oct 2018 · 1 repository · arXiv:1810.06284
• 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)
• Curriculum goal masking for continuous deep reinforcement learning
  17 Sep 2018 · 0 repositories · arXiv:1809.06146
• Adversarial Deep Reinforcement Learning in Portfolio Management
  29 Aug 2018 · 5 repositories · arXiv:1808.09940