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 901950 of 1161 papers

TitleStatusHype
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
Where Off-Policy Deep Reinforcement Learning Fails0
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
Understanding the Relation Between Maximum-Entropy Inverse Reinforcement Learning and Behaviour Cloning0
Attraction-Repulsion Actor-Critic for Continuous Control Reinforcement Learning0
RLIF: Interactive Imitation Learning as Reinforcement Learning0
RLOC: Neurobiologically Inspired Hierarchical Reinforcement Learning Algorithm for Continuous Control of Nonlinear Dynamical Systems0
Attitude Control of Highly Maneuverable Aircraft Using an Improved Q-learning0
Understanding What Affects the Generalization Gap in Visual Reinforcement Learning: Theory and Empirical Evidence0
A Surrogate-Assisted Controller for Expensive Evolutionary Reinforcement Learning0
Robust Constrained Reinforcement Learning for Continuous Control with Model Misspecification0
Uniform State Abstraction For Reinforcement Learning0
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
ACE : Off-Policy Actor-Critic with Causality-Aware Entropy Regularization0
Robust Imitation of a Few Demonstrations with a Backwards Model0
Unsupervised Learning of Object Structure and Dynamics from Videos0
Robust Model Predictive Techno-Economic Control of Active Distribution Networks0
Robustness to Adversarial Attacks in Learning-Enabled Controllers0
Robust Offline Reinforcement Learning from Low-Quality Data0
Robust Output Tracking for an Uncertain and Nonlinear 3D PDE-ODE System: Preventing Induced Seismicity in Underground Reservoirs0
Unsupervised Meta-Testing with Conditional Neural Processes for Hybrid Meta-Reinforcement Learning0
Zero-Shot Uncertainty-Aware Deployment of Simulation Trained Policies on Real-World Robots0
Robust Reinforcement Learning for Continuous Control with Model Misspecification0
ACE: An Actor Ensemble Algorithm for Continuous Control with Tree Search0
Robust Reinforcement Learning in POMDPs with Incomplete and Noisy Observations0
A Strong Baseline for Batch Imitation Learning0
A Strategy-Oriented Bayesian Soft Actor-Critic Model0
Using Deep Reinforcement Learning for the Continuous Control of Robotic Arms0
Why so pessimistic? Estimating uncertainties for offline RL through ensembles, and why their independence matters.0
rQdia: Regularizing Q-Value Distributions With Image Augmentation0
ARC -- Actor Residual Critic for Adversarial Imitation Learning0
SAAC: Safe Reinforcement Learning as an Adversarial Game of Actor-Critics0
Utilizing Skipped Frames in Action Repeats via Pseudo-Actions0
Wish you were here: Hindsight Goal Selection for long-horizon dexterous manipulation0
Safe Planning and Policy Optimization via World Model Learning0
Show:102550
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Benchmark Results

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