SOTAVerified

Policy Gradient Methods

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 201–250 of 382 papers

TitleStatusHype
Evolution Strategies as an Alternate Learning method for Hierarchical Reinforcement Learning—0
Asynchronous Multi-Agent Actor-Critic with Macro-Actions—0
Theoretical Guarantees of Fictitious Discount Algorithms for Episodic Reinforcement Learning and Global Convergence of Policy Gradient Methods—0
A general class of surrogate functions for stable and efficient reinforcement learningCode0
Value-Based Reinforcement Learning for Continuous Control Robotic Manipulation in Multi-Task Sparse Reward Settings—0
Policy Gradient Methods Find the Nash Equilibrium in N-player General-sum Linear-quadratic Games—0
Hindsight Value Function for Variance Reduction in Stochastic Dynamic EnvironmentCode0
Proximal Policy Optimization for Tracking Control Exploiting Future Reference Information—0
Greedification Operators for Policy Optimization: Investigating Forward and Reverse KL Divergences—0
Fine-Grained AutoAugmentation for Multi-Label Classification—0
Policy Gradient Methods for Distortion Risk Measures—0
Curious Explorer: a provable exploration strategy in Policy Learning—0
Modularity in Reinforcement Learning via Algorithmic Independence in Credit Assignment—0
End-to-End Neuro-Symbolic Architecture for Image-to-Image Reasoning Tasks—0
Ad Headline Generation using Self-Critical Masked Language Model—0
Tesseract: Tensorised Actors for Multi-Agent Reinforcement Learning—0
Meta Learning the Step Size in Policy Gradient Methods—0
Controlling an Inverted Pendulum with Policy Gradient Methods-A Tutorial—0
On the Linear convergence of Natural Policy Gradient Algorithm—0
Semi-On-Policy Training for Sample Efficient Multi-Agent Policy Gradients—0
Softmax Policy Gradient Methods Can Take Exponential Time to Converge—0
Factored Policy Gradients: Leveraging Structure for Efficient Learning in MOMDPs—0
Strategic bidding in freight transport using deep reinforcement learning—0
Provably Efficient Policy Optimization for Two-Player Zero-Sum Markov Games—0
Independent Policy Gradient Methods for Competitive Reinforcement Learning—0
PGPS : Coupling Policy Gradient with Population-based Search—0
Incremental Policy Gradients for Online Reinforcement Learning Control—0
Self-Supervised Continuous Control without Policy Gradient—0
2D or not 2D? Adaptive 3D Convolution Selection for Efficient Video Recognition—0
Difference Rewards Policy Gradients—0
Model-free and Bayesian Ensembling Model-based Deep Reinforcement Learning for Particle Accelerator Control Demonstrated on the FERMI FELCode0
Sample Complexity of Policy Gradient Finding Second-Order Stationary Points—0
Reinforcement Learning in Linear Quadratic Deep Structured Teams: Global Convergence of Policy Gradient Methods—0
Policy Optimization for Markovian Jump Linear Quadratic Control: Gradient-Based Methods and Global Convergence—0
Policy Gradient Methods for the Noisy Linear Quadratic Regulator over a Finite Horizon—0
Optimal Control-Based Baseline for Guided Exploration in Policy Gradient Methods—0
A Study of Policy Gradient on a Class of Exactly Solvable Models—0
Batch Reinforcement Learning with a Nonparametric Off-Policy Policy Gradient—0
Sample Efficient Reinforcement Learning with REINFORCE—0
Rethinking Deep Policy Gradients via State-Wise Policy Improvement—0
Evolutionary Selective Imitation: Interpretable Agents by Imitation Learning Without a Demonstrator—0
Approximation Benefits of Policy Gradient Methods with Aggregated States—0
On Linear Convergence of Policy Gradient Methods for Finite MDPs—0
PC-PG: Policy Cover Directed Exploration for Provable Policy Gradient LearningCode0
Fast Global Convergence of Natural Policy Gradient Methods with Entropy Regularization—0
Momentum-Based Policy Gradient MethodsCode0
Policy Gradient Optimization of Thompson Sampling Policies—0
An operator view of policy gradient methods—0
Lifelong Learning of Factored Policies via Policy Gradients—0
Zeroth-Order Supervised Policy Improvement—0
Show:102550
← PrevPage 5 of 8Next →

No leaderboard results yet.