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 601650 of 1161 papers

TitleStatusHype
Quantum Observables for continuous control of the Quantum Approximate Optimization Algorithm via Reinforcement Learning0
Quasimetric Value Functions with Dense Rewards0
Quasi-Newton Trust Region Policy Optimization0
Reward Prediction Error as an Exploration Objective in Deep RL0
QXplore: Q-Learning Exploration by Maximizing Temporal Difference Error0
Ready Policy One: World Building Through Active Learning0
Real-time interactive sequence generation and control with Recurrent Neural Network ensembles0
Real-Time Model-Free Deep Reinforcement Learning for Force Control of a Series Elastic Actuator0
Real-Time Recurrent Reinforcement Learning0
REBEL: Reward Regularization-Based Approach for Robotic Reinforcement Learning from Human Feedback0
Recruitment-imitation Mechanism for Evolutionary Reinforcement Learning0
Recurrent Value Functions0
Recursive Least Squares Advantage Actor-Critic Algorithms0
WD3: Taming the Estimation Bias in Deep Reinforcement Learning0
Refined Continuous Control of DDPG Actors via Parametrised Activation0
Regularized Soft Actor-Critic for Behavior Transfer Learning0
Regularizing Model-Based Planning with Energy-Based Models0
Regulatory Focus: Promotion and Prevention Inclinations in Policy Search0
Reinforcement Learning Control of Constrained Dynamic Systems with Uniformly Ultimate Boundedness Stability Guarantee0
Reinforcement Learning for Control with Multiple Frequencies0
Reinforcement Learning for Many-Body Ground-State Preparation Inspired by Counterdiabatic Driving0
Reinforcement Learning Tracking Control for Robotic Manipulator With Kernel-Based Dynamic Model0
Reinforcement Learning via Implicit Imitation Guidance0
Reinforcement Learning with Partial Parametric Model Knowledge0
Reinforcement Learning with Simple Sequence Priors0
Relative Policy-Transition Optimization for Fast Policy Transfer0
A cGAN Ensemble-based Uncertainty-aware Surrogate Model for Offline Model-based Optimization in Industrial Control Problems0
ReLMoGen: Leveraging Motion Generation in Reinforcement Learning for Mobile Manipulation0
ReLOAD: Reinforcement Learning with Optimistic Ascent-Descent for Last-Iterate Convergence in Constrained MDPs0
Remember and Forget Experience Replay for Multi-Agent Reinforcement Learning0
RE-MOVE: An Adaptive Policy Design for Robotic Navigation Tasks in Dynamic Environments via Language-Based Feedback0
ReNeg and Backseat Driver: Learning from Demonstration with Continuous Human Feedback0
Reparameterized Variational Divergence Minimization for Stable Imitation0
Frustratingly Easy Regularization on Representation Can Boost Deep Reinforcement Learning0
Research Advances and New Paradigms for Biology-inspired Spiking Neural Networks0
Resource-Constrained Station-Keeping for Helium Balloons using Reinforcement Learning0
Decoupled Exploration and Exploitation Policies for Sample-Efficient Reinforcement Learning0
Rethinking Optimal Transport in Offline Reinforcement Learning0
Revisiting Estimation Bias in Policy Gradients for Deep Reinforcement Learning0
Revisiting Gaussian mixture critics in off-policy reinforcement learning: a sample-based approach0
Revisiting Peng's Q(λ) for Modern Reinforcement Learning0
Reward function shape exploration in adversarial imitation learning: an empirical study0
Reward Prediction Error Prioritisation in Experience Replay: The RPE-PER Method0
Reward Shifting for Optimistic Exploration and Conservative Exploitation0
RLIF: Interactive Imitation Learning as Reinforcement Learning0
RLOC: Neurobiologically Inspired Hierarchical Reinforcement Learning Algorithm for Continuous Control of Nonlinear Dynamical Systems0
Robust Constrained Reinforcement Learning for Continuous Control with Model Misspecification0
Robust Domain Randomised Reinforcement Learning through Peer-to-Peer Distillation0
Robust Dynamic Bus Control: A Distributional Multi-agent Reinforcement Learning Approach0
Robust Imitation Learning from Corrupted Demonstrations0
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