SOTAVerified

Continuous Control

Continuous control in the context of playing games, especially within artificial intelligence (AI) and machine learning (ML), refers to the ability to make a series of smooth, ongoing adjustments or actions to control a game or a simulation. This is in contrast to discrete control, where the actions are limited to a set of specific, distinct choices. Continuous control is crucial in environments where precision, timing, and the magnitude of actions matter, such as driving a car in a racing game, controlling a character in a simulation, or managing the flight of an aircraft in a flight simulator.

Papers

Showing 401450 of 1161 papers

TitleStatusHype
Exploring More When It Needs in Deep Reinforcement Learning0
Exploring Pessimism and Optimism Dynamics in Deep Reinforcement Learning0
Imitation-Projected Programmatic Reinforcement Learning0
FaceDirector: Continuous Control of Facial Performance in Video0
Factored Action Spaces in Deep Reinforcement Learning0
Faster Reinforcement Learning with Value Target Lower Bounding0
Combining Model-based and Model-free RL via Multi-step Control Variates0
Combine PPO with NES to Improve Exploration0
DynaMITE-RL: A Dynamic Model for Improved Temporal Meta-Reinforcement Learning0
Aggressive Q-Learning with Ensembles: Achieving Both High Sample Efficiency and High Asymptotic Performance0
IMPACT: Importance Weighted Asynchronous Architectures with Clipped Target Networks0
Fight fire with fire: countering bad shortcuts in imitation learning with good shortcuts0
COLREG-Compliant Collision Avoidance for Unmanned Surface Vehicle using Deep Reinforcement Learning0
Fighting Fire with Fire: Avoiding DNN Shortcuts through Priming0
Fingerprint Policy Optimisation for Robust Reinforcement Learning0
Finite-time Analysis of Approximate Policy Iteration for the Linear Quadratic Regulator0
Dynamic Modeling and Control for an Offshore Semisubmersible Floating Wind Turbine0
First Go, then Post-Explore: the Benefits of Post-Exploration in Intrinsic Motivation0
A Bayesian Approach to Generative Adversarial Imitation Learning0
Keyframe-Focused Visual Imitation Learning0
Continuous Neural Algorithmic Planners0
Imitation Learning from Observation through Optimal Transport0
Dynamic Exploitation Gaussian Bare-Bones Bat Algorithm for Optimal Reactive Power Dispatch to Improve the Safety and Stability of Power System0
A Game Theoretic Perspective on Model-Based Reinforcement Learning0
Fully Distributed Actor-Critic Architecture for Multitask Deep Reinforcement Learning0
Game-Theoretic Robust Reinforcement Learning Handles Temporally-Coupled Perturbations0
Imitation Learning from Pixel Observations for Continuous Control0
Dual Policy Iteration0
Uncertainty Estimation Using Riemannian Model~Dynamics for Offline Reinforcement Learning0
GEM: Group Enhanced Model for Learning Dynamical Control Systems0
Imitation from Diverse Behaviors: Wasserstein Quality Diversity Imitation Learning with Single-Step Archive Exploration0
Adaptive Discretization for Continuous Control using Particle Filtering Policy Network0
Contrastive Value Learning: Implicit Models for Simple Offline RL0
Generalization in Transfer Learning0
Imitation Learning As State Matching via Differentiable Physics0
Implicit Safe Set Algorithm for Provably Safe Reinforcement Learning0
CoachNet: An Adversarial Sampling Approach for Reinforcement Learning0
Dream to Explore: Adaptive Simulations for Autonomous Systems0
Wasserstein Barycenter Soft Actor-Critic0
Generalizing Successor Features to continuous domains for Multi-task Learning0
Image-Based Deep Reinforcement Learning with Intrinsically Motivated Stimuli: On the Execution of Complex Robotic Tasks0
Dragin3D: Image Editing by Dragging in 3D Space0
Doubly Stochastic Adversarial Autoencoder0
Genetic Soft Updates for Policy Evolution in Deep Reinforcement Learning0
Global Convergence of Direct Policy Search for State-Feedback H_ Robust Control: A Revisit of Nonsmooth Synthesis with Goldstein Subdifferential0
Global Convergence of Policy Gradient Methods for the Linear Quadratic Regulator0
Clustered Reinforcement Learning0
Doubly Robust Off-Policy Actor-Critic Algorithms for Reinforcement Learning0
Cooperative guidance of multiple missiles: a hybrid co-evolutionary approach0
Double Actor-Critic with TD Error-Driven Regularization in Reinforcement Learning0
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Benchmark Results

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