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Policy Gradient Methods

Papers archive 2025-07-28

archive papers tagged: 382 · with a code link: 103 · where Syntology ran a sample: 33 (32 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 (33 of 382 tagged: 32 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument)

Page 4 of 4: papers 301 to 382 of 382, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “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 figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. 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); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Optimal Resource Allocation in Wireless Control Systems via Deep Policy Gradient
  25 Oct 2019 0 repositories listed
• All-Action Policy Gradient Methods: A Numerical Integration Approach
  21 Oct 2019 0 repositories listed
• Policy Optimization for ℋ₂ Linear Control with ℋ_∞ Robustness Guarantee: Implicit Regularization and Global Convergence
  21 Oct 2019 0 repositories listed
• Linear-Quadratic Mean-Field Reinforcement Learning: Convergence of Policy Gradient Methods
  9 Oct 2019 0 repositories listed
• AUGMENTED POLICY GRADIENT METHODS FOR EFFICIENT REINFORCEMENT LEARNING
  25 Sep 2019 0 repositories listed
• Guided Adaptive Credit Assignment for Sample Efficient Policy Optimization
  25 Sep 2019 0 repositories listed
• Policy Tree Network
  25 Sep 2019 0 repositories listed
• DeepGait: Planning and Control of Quadrupedal Gaits using Deep Reinforcement Learning
  18 Sep 2019 0 repositories listed
• Transfer Reward Learning for Policy Gradient-Based Text Generation
  9 Sep 2019 0 repositories listed
• Multi Pseudo Q-learning Based Deterministic Policy Gradient for Tracking Control of Autonomous Underwater Vehicles
  7 Sep 2019 0 repositories listed
• Neural Policy Gradient Methods: Global Optimality and Rates of Convergence
  29 Aug 2019 0 repositories listed
• Trajectory-wise Control Variates for Variance Reduction in Policy Gradient Methods
  8 Aug 2019 0 repositories listed
• On the Theory of Policy Gradient Methods: Optimality, Approximation, and Distribution Shift
  1 Aug 2019 0 repositories listed
• Variance Reduction in Actor Critic Methods (ACM)
  23 Jul 2019 0 repositories listed
• Policy Optimization with Stochastic Mirror Descent
  25 Jun 2019 0 repositories listed
• Entropic Risk Measure in Policy Search
  21 Jun 2019 0 repositories listed
• Global Convergence of Policy Gradient Methods to (Almost) Locally Optimal Policies
  19 Jun 2019 0 repositories listed
• Is the Policy Gradient a Gradient?
  17 Jun 2019 0 repositories listed
• A Hybrid Approach Between Adversarial Generative Networks and Actor-Critic Policy Gradient for Low Rate High-Resolution Image Compression
  11 Jun 2019 0 repositories listed
• Global Optimality Guarantees For Policy Gradient Methods
  5 Jun 2019 0 repositories listed
• Diversity-Inducing Policy Gradient: Using Maximum Mean Discrepancy to Find a Set of Diverse Policies
  31 May 2019 0 repositories listed
• Policy Search by Target Distribution Learning for Continuous Control
  27 May 2019 0 repositories listed
• Learning Novel Policies For Tasks
  13 May 2019 0 repositories listed
• Object Exchangeability in Reinforcement Learning: Extended Abstract
  7 May 2019 0 repositories listed
• Similarities between policy gradient methods (PGM) in Reinforcement learning (RL) and supervised learning (SL)
  12 Apr 2019 0 repositories listed
• Only Relevant Information Matters: Filtering Out Noisy Samples to Boost RL
  8 Apr 2019 0 repositories listed
• StartNet: Online Detection of Action Start in Untrimmed Videos
  23 Mar 2019 0 repositories listed
• Diverse Exploration via Conjugate Policies for Policy Gradient Methods
  10 Feb 2019 0 repositories listed
• Communication-Efficient Policy Gradient Methods for Distributed Reinforcement Learning
  7 Dec 2018 0 repositories listed
• AdaFrame: Adaptive Frame Selection for Fast Video Recognition
  29 Nov 2018 0 repositories listed
• An Off-policy Policy Gradient Theorem Using Emphatic Weightings
  22 Nov 2018 0 repositories listed
• Reward-estimation variance elimination in sequential decision processes
  15 Nov 2018 0 repositories listed
• Risk-Sensitive Reinforcement Learning via Policy Gradient Search
  22 Oct 2018 0 repositories listed
• Policy Gradient in Partially Observable Environments: Approximation and Convergence
  18 Oct 2018 0 repositories listed
• CaLcs: Continuously Approximating Longest Common Subsequence for Sequence Level Optimization
  1 Oct 2018 0 repositories listed
• Assumption Questioning: Latent Copying and Reward Exploitation in Question Generation
  27 Sep 2018 0 repositories listed
• Countering Language Drift via Grounding
  27 Sep 2018 0 repositories listed
• The wisdom of the crowd: reliable deep reinforcement learning through ensembles of Q-functions
  27 Sep 2018 0 repositories listed
• Improvements on Hindsight Learning
  16 Sep 2018 0 repositories listed
• Image Captioning based on Deep Reinforcement Learning
  13 Sep 2018 0 repositories listed
• Learning to Interrupt: A Hierarchical Deep Reinforcement Learning Framework for Efficient Exploration
  30 Jul 2018 0 repositories listed
• Variance Reduction for Reinforcement Learning in Input-Driven Environments
  6 Jul 2018 0 repositories listed
• Policy Optimization with Demonstrations
  1 Jul 2018 0 repositories listed
• Focused Hierarchical RNNs for Conditional Sequence Processing
  12 Jun 2018 0 repositories listed
• Fingerprint Policy Optimisation for Robust Reinforcement Learning
  27 May 2018 0 repositories listed
• Learning Self-Imitating Diverse Policies
  25 May 2018 0 repositories listed
• Multiagent Soft Q-Learning
  25 Apr 2018 0 repositories listed
• Information Maximizing Exploration with a Latent Dynamics Model
  4 Apr 2018 0 repositories listed
• Variance Reduction for Policy Gradient with Action-Dependent Factorized Baselines
  20 Mar 2018 0 repositories listed
• Optimizing over a Restricted Policy Class in Markov Decision Processes
  26 Feb 2018 0 repositories listed
• Asynchronous stochastic approximations with asymptotically biased errors and deep multi-agent learning
  22 Feb 2018 0 repositories listed
• Policy Gradients for Contextual Recommendations
  12 Feb 2018 0 repositories listed
• Global Convergence of Policy Gradient Methods for the Linear Quadratic Regulator
  15 Jan 2018 0 repositories listed
• Expected Policy Gradients for Reinforcement Learning
  10 Jan 2018 0 repositories listed
• Action-dependent Control Variates for Policy Optimization via Stein Identity
  1 Jan 2018 0 repositories listed
• Adversarial Policy Gradient for Alternating Markov Games
  1 Jan 2018 0 repositories listed
• Global Convergence of Policy Gradient Methods for Linearized Control Problems
  1 Jan 2018 0 repositories listed
• Predicting Multiple Actions for Stochastic Continuous Control
  1 Jan 2018 0 repositories listed
• Understanding Grounded Language Learning Agents
  1 Jan 2018 0 repositories listed
• Adaptive Batch Size for Safe Policy Gradients
  1 Dec 2017 0 repositories listed
• Policy Optimization by Genetic Distillation
  3 Nov 2017 0 repositories listed
• Understanding Early Word Learning in Situated Artificial Agents
  26 Oct 2017 0 repositories listed
• Accelerated Reinforcement Learning
  23 Oct 2017 0 repositories listed
• Stochastic Variance Reduction for Policy Gradient Estimation
  17 Oct 2017 0 repositories listed
• Manifold Regularization for Kernelized LSTD
  15 Oct 2017 0 repositories listed
• Policy Gradient Methods for Reinforcement Learning with Function Approximation and Action-Dependent Baselines
  20 Jun 2017 0 repositories listed
• A unified view of entropy-regularized Markov decision processes
  22 May 2017 0 repositories listed
• Equivalence Between Policy Gradients and Soft Q-Learning
  21 Apr 2017 0 repositories listed
• Stein Variational Policy Gradient
  7 Apr 2017 0 repositories listed
• Batch Policy Gradient Methods for Improving Neural Conversation Models
  10 Feb 2017 0 repositories listed
• A K-fold Method for Baseline Estimation in Policy Gradient Algorithms
  3 Jan 2017 0 repositories listed
• Sample-efficient Deep Reinforcement Learning for Dialog Control
  18 Dec 2016 0 repositories listed
• Policy Gradient Methods for Off-policy Control
  13 Dec 2015 0 repositories listed
• Policy Gradient for Coherent Risk Measures
  13 Feb 2015 0 repositories listed
• Efficient Baseline-free Sampling in Parameter Exploring Policy Gradients: Super Symmetric PGPE
  13 Dec 2013 0 repositories listed
• Adaptive Step-Size for Policy Gradient Methods
  1 Dec 2013 0 repositories listed
• Optimistic policy iteration and natural actor-critic: A unifying view and a non-optimality result
  1 Dec 2013 0 repositories listed
• A reinterpretation of the policy oscillation phenomenon in approximate policy iteration
  1 Dec 2011 0 repositories listed
• Analysis and Improvement of Policy Gradient Estimation
  1 Dec 2011 0 repositories listed
• Natural Policy Gradient Methods with Parameter-based Exploration for Control Tasks
  1 Dec 2010 0 repositories listed
• On a Connection between Importance Sampling and the Likelihood Ratio Policy Gradient
  1 Dec 2010 0 repositories listed
• Policy Search for Motor Primitives in Robotics
  1 Dec 2008 0 repositories listed