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 301325 of 1161 papers

TitleStatusHype
Corrected Soft Actor Critic for Continuous Control0
Rethinking Optimal Transport in Offline Reinforcement Learning0
ORSO: Accelerating Reward Design via Online Reward Selection and Policy OptimizationCode0
Reinforcement Learning with Euclidean Data Augmentation for State-Based Continuous ControlCode0
Enhancing Robustness in Deep Reinforcement Learning: A Lyapunov Exponent Approach0
Overcoming Slow Decision Frequencies in Continuous Control: Model-Based Sequence Reinforcement Learning for Model-Free ControlCode0
Masked Generative Priors Improve World Models Sequence Modelling Capabilities0
Quality Diversity Imitation Learning0
ETGL-DDPG: A Deep Deterministic Policy Gradient Algorithm for Sparse Reward Continuous Control0
Efficient Model-Based Reinforcement Learning Through Optimistic Thompson Sampling0
Diffusion Imitation from Observation0
Bisimulation metric for Model Predictive ControlCode0
Sampling from Energy-based Policies using Diffusion0
Absolute State-wise Constrained Policy Optimization: High-Probability State-wise Constraints Satisfaction0
Double Actor-Critic with TD Error-Driven Regularization in Reinforcement Learning0
Analyzing the Impact of Class Transitions on the Design of Pattern Recognition-based Myoelectric Control Schemes0
Quasimetric Value Functions with Dense Rewards0
Soft Actor-Critic with Beta Policy via Implicit Reparameterization GradientsCode0
Stacked Universal Successor Feature Approximators for Safety in Reinforcement Learning0
Research Advances and New Paradigms for Biology-inspired Spiking Neural Networks0
Deterministic Policy Gradient Primal-Dual Methods for Continuous-Space Constrained MDPs0
An Efficient Continuous Control Perspective for Reinforcement-Learning-based Sequential Recommendation0
Multi-Agent Continuous Control with Generative Flow NetworksCode0
Highly Efficient Self-Adaptive Reward Shaping for Reinforcement Learning0
Generalized Gaussian Temporal Difference Error for Uncertainty-aware Reinforcement LearningCode0
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Benchmark Results

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