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 451500 of 1161 papers

TitleStatusHype
Graph-Enhanced Exploration for Goal-oriented Reinforcement Learning0
GRI: General Reinforced Imitation and its Application to Vision-Based Autonomous Driving0
Language Conditioned Imitation Learning over Unstructured Data0
Growing Q-Networks: Solving Continuous Control Tasks with Adaptive Control Resolution0
Keep Various Trajectories: Promoting Exploration of Ensemble Policies in Continuous Control0
Adaptive Discretization for Continuous Control using Particle Filtering Policy Network0
COPlanner: Plan to Roll Out Conservatively but to Explore Optimistically for Model-Based RL0
Guided Meta-Policy Search0
Corrected Soft Actor Critic for Continuous Control0
Guiding Safe Exploration with Weakest Preconditions0
HAC Explore: Accelerating Exploration with Hierarchical Reinforcement Learning0
Analysis of potential flow networks: Variations in transport time with discrete, continuous, and selfish operation0
KPCA for Thrust Vectoring Systems Exhibiting Singular Points0
KoGuN: Accelerating Deep Reinforcement Learning via Integrating Human Suboptimal Knowledge0
Last-Iterate Global Convergence of Policy Gradients for Constrained Reinforcement Learning0
CoachNet: An Adversarial Sampling Approach for Reinforcement Learning0
Dream to Explore: Adaptive Simulations for Autonomous Systems0
Wasserstein Barycenter Soft Actor-Critic0
KEA: Keeping Exploration Alive by Proactively Coordinating Exploration Strategies0
Analyzing the Impact of Class Transitions on the Design of Pattern Recognition-based Myoelectric Control Schemes0
Dragin3D: Image Editing by Dragging in 3D Space0
Doubly Stochastic Adversarial Autoencoder0
How Much Do Unstated Problem Constraints Limit Deep Robotic Reinforcement Learning?0
Clustered Reinforcement Learning0
Doubly Robust Off-Policy Actor-Critic Algorithms for Reinforcement Learning0
Double Actor-Critic with TD Error-Driven Regularization in Reinforcement Learning0
Closing the Intent-to-Behavior Gap via Fulfillment Priority Logic0
Hypernetworks for Zero-shot Transfer in Reinforcement Learning0
A Surrogate-Assisted Controller for Expensive Evolutionary Reinforcement Learning0
Keep Doing What Worked: Behavioral Modelling Priors for Offline Reinforcement Learning0
Identifying Policy Gradient Subspaces0
IL-flOw: Imitation Learning from Observation using Normalizing Flows0
Do's and Don'ts: Learning Desirable Skills with Instruction Videos0
Domain-Adversarial and Conditional State Space Model for Imitation Learning0
Imitation Bootstrapped Reinforcement Learning0
Imitation by Predicting Observations0
On the Sample Complexity of Stability Constrained Imitation Learning0
Imitation Learning As State Matching via Differentiable Physics0
Domain Adaptation for Reinforcement Learning on the Atari0
A Strong Baseline for Batch Imitation Learning0
Joint Combinatorial Node Selection and Resource Allocations in the Lightning Network using Attention-based Reinforcement Learning0
Imitation Learning from Observation through Optimal Transport0
Imitation Learning from Pixel Observations for Continuous Control0
dm_control: Software and Tasks for Continuous Control0
Accelerating Self-Imitation Learning from Demonstrations via Policy Constraints and Q-Ensemble0
IMPACT: Importance Weighted Asynchronous Architectures with Clipped Target Networks0
Implicit Safe Set Algorithm for Provably Safe Reinforcement Learning0
Improved Exploration through Latent Trajectory Optimization in Deep Deterministic Policy Gradient0
Divide-and-Conquer Monte Carlo Tree Search0
A Strategy-Oriented Bayesian Soft Actor-Critic Model0
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Benchmark Results

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