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 301350 of 1161 papers

TitleStatusHype
Fully Distributed Actor-Critic Architecture for Multitask Deep Reinforcement Learning0
Continuous Control for Automated Lane Change Behavior Based on Deep Deterministic Policy Gradient Algorithm0
Autoregressive Dynamics Models for Offline Policy Evaluation and Optimization0
Continual Reinforcement Learning with Diversity Exploration and Adversarial Self-Correction0
AutoQD: Automatic Discovery of Diverse Behaviors with Quality-Diversity Optimization0
A Minimaximalist Approach to Reinforcement Learning from Human Feedback0
Frugal Actor-Critic: Sample Efficient Off-Policy Deep Reinforcement Learning Using Unique Experiences0
Game-Theoretic Robust Reinforcement Learning Handles Temporally-Coupled Perturbations0
Generalised Policy Improvement with Geometric Policy Composition0
Global Convergence of Policy Gradient Methods for the Linear Quadratic Regulator0
Hamiltonian Policy Optimization0
Adaptive Horizon Actor-Critic for Policy Learning in Contact-Rich Differentiable Simulation0
Autonomous Learning of Features for Control: Experiments with Embodied and Situated Agents0
Fighting Fire with Fire: Avoiding DNN Shortcuts through Priming0
Consolidation via Policy Information Regularization in Deep RL for Multi-Agent Games0
AMBER: Adaptive Multi-Batch Experience Replay for Continuous Action Control0
Fingerprint Policy Optimisation for Robust Reinforcement Learning0
ConsisLoRA: Enhancing Content and Style Consistency for LoRA-based Style Transfer0
Automating Curriculum Learning for Reinforcement Learning using a Skill-Based Bayesian Network0
Automating Control of Overestimation Bias for Reinforcement Learning0
Conservation Voltage Reduction (CVR) via Two-Timescale Control in Unbalanced Power Distribution Systems0
All-Action Policy Gradient Methods: A Numerical Integration Approach0
Fight fire with fire: countering bad shortcuts in imitation learning with good shortcuts0
Finite-time Analysis of Approximate Policy Iteration for the Linear Quadratic Regulator0
CoMPS: Continual Meta Policy Search0
Augmented Replay Memory in Reinforcement Learning With Continuous Control0
Compositional Concept-Based Neuron-Level Interpretability for Deep Reinforcement Learning0
Wasserstein Barycenter Soft Actor-Critic0
Composing Complex Skills by Learning Transition Policies with Proximity Reward Induction0
Compatible Natural Gradient Policy Search0
Augmented Random Search for Quadcopter Control: An alternative to Reinforcement Learning0
Comparing Deep Reinforcement Learning and Evolutionary Methods in Continuous Control0
Improving Reinforcement Learning Efficiency with Auxiliary Tasks in Non-Visual Environments: A Comparison0
Attraction-Repulsion Actor-Critic for Continuous Control Reinforcement Learning0
Adaptive Experience Selection for Policy Gradient0
FiDi-RL: Incorporating Deep Reinforcement Learning with Finite-Difference Policy Search for Efficient Learning of Continuous Control0
First Go, then Post-Explore: the Benefits of Post-Exploration in Intrinsic Motivation0
Attitude Control of Highly Maneuverable Aircraft Using an Improved Q-learning0
CoMic: Co-Training and Mimicry for Reusable Skills0
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
Fast Lifelong Adaptive Inverse Reinforcement Learning from Demonstrations0
COLREG-Compliant Collision Avoidance for Unmanned Surface Vehicle using Deep Reinforcement Learning0
Edge Delayed Deep Deterministic Policy Gradient: efficient continuous control for edge scenarios0
Effects of Conservatism on Offline Learning0
Compactly Restrictable Metric Policy Optimization Problems0
Dynamic Modeling and Control for an Offshore Semisubmersible Floating Wind Turbine0
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