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 351375 of 1161 papers

TitleStatusHype
Fully Distributed Actor-Critic Architecture for Multitask Deep Reinforcement Learning0
Attraction-Repulsion Actor-Critic for Continuous Control Reinforcement Learning0
Efficient Model-Based Reinforcement Learning Through Optimistic Thompson Sampling0
COLREG-Compliant Collision Avoidance for Unmanned Surface Vehicle using Deep Reinforcement Learning0
Efficient Reinforcement Learning from Demonstration Using Local Ensemble and Reparameterization with Split and Merge of Expert Policies0
Efficient transfer learning and online adaptation with latent variable models for continuous control0
Dynamic Modeling and Control for an Offshore Semisubmersible Floating Wind Turbine0
Composing Complex Skills by Learning Transition Policies with Proximity Reward Induction0
First Go, then Post-Explore: the Benefits of Post-Exploration in Intrinsic Motivation0
Emergent Coordination Through Competition0
Compositional Concept-Based Neuron-Level Interpretability for Deep Reinforcement Learning0
EMI: Exploration with Mutual Information Maximizing State and Action Embeddings0
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
Finite-time Analysis of Approximate Policy Iteration for the Linear Quadratic Regulator0
Dual Policy Iteration0
Fighting Fire with Fire: Avoiding DNN Shortcuts through Priming0
Adaptive Discretization for Continuous Control using Particle Filtering Policy Network0
Ensuring Safe and Smooth Control in Safety-Critical Systems via Filtered Control Barrier Functions0
Composing Entropic Policies using Divergence Correction0
Fingerprint Policy Optimisation for Robust Reinforcement Learning0
Environment Transformer and Policy Optimization for Model-Based Offline Reinforcement Learning0
Equivalence of stochastic and deterministic policy gradients0
Equivariant Action Sampling for Reinforcement Learning and Planning0
Fractional Reasoning via Latent Steering Vectors Improves Inference Time Compute0
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Benchmark Results

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