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 551600 of 1161 papers

TitleStatusHype
Learning a Unified Control Policy for Safe Falling0
A Model-based Approach for Sample-efficient Multi-task Reinforcement Learning0
SPLID: Self-Imitation Policy Learning through Iterative Distillation0
Never Worse, Mostly Better: Stable Policy Improvement in Deep Reinforcement Learning0
Learning Compositional Neural Programs for Continuous Control0
Stabilizing Unsupervised Environment Design with a Learned Adversary0
Stacked Universal Successor Feature Approximators for Safety in Reinforcement Learning0
Learning Control by Iterative Inversion0
State-Only Imitation Learning by Trajectory Distribution Matching0
Learning Deep Neural Network Policies with Continuous Memory States0
Learning Diverse Policies with Soft Self-Generated Guidance0
Learning Efficient Planning-based Rewards for Imitation Learning0
Learning from Good Trajectories in Offline Multi-Agent Reinforcement Learning0
Learning from Suboptimal Data in Continuous Control via Auto-Regressive Soft Q-Network0
Learning Functionally Decomposed Hierarchies for Continuous Navigation Tasks0
Learning Functionally Decomposed Hierarchies for Continuous Control Tasks with Path Planning0
Learning Future Representation with Synthetic Observations for Sample-efficient Reinforcement Learning0
Learning Gaussian Policies from Corrective Human Feedback0
Learning Gaussian Policies from Smoothed Action Value Functions0
Continuous Control for Searching and Planning with a Learned Model0
Continuous Control for High-Dimensional State Spaces: An Interactive Learning Approach0
Continuous Control for Automated Lane Change Behavior Based on Deep Deterministic Policy Gradient Algorithm0
Learning Latent Landmarks for Generalizable Planning0
Continual Reinforcement Learning with Diversity Exploration and Adversarial Self-Correction0
Learning Memory-Dependent Continuous Control from Demonstrations0
Learning Minimally-Violating Continuous Control for Infeasible Linear Temporal Logic Specifications0
Statistical Bootstrapping for Uncertainty Estimation in Off-Policy Evaluation0
Learning Off-policy with Model-based Intrinsic Motivation For Active Online Exploration0
Consolidation via Policy Information Regularization in Deep RL for Multi-Agent Games0
Learning Pessimism for Robust and Efficient Off-Policy Reinforcement Learning0
Learning Policies for Continuous Control via Transition Models0
Learning Policy Representations in Multiagent Systems0
Learning Robust and Adaptive Real-World Continuous Control Using Simulation and Transfer Learning0
Learning Self-Imitating Diverse Policies0
ConsisLoRA: Enhancing Content and Style Consistency for LoRA-based Style Transfer0
Stein Variational Policy Gradient0
Learning Stabilizable Dynamical Systems via Control Contraction Metrics0
Visual Backtracking Teleoperation: A Data Collection Protocol for Offline Image-Based Reinforcement Learning0
A Minimaximalist Approach to Reinforcement Learning from Human Feedback0
Visualizing the Loss Landscape of Actor Critic Methods with Applications in Inventory Optimization0
Learning State Representations via Temporal Cycle-Consistency Constraint in Model-Based Reinforcement Learning0
Learning Subgoal Representations with Slow Dynamics0
Learning Temporally Extended Skills in Continuous Domains as Symbolic Actions for Planning0
Learning the Linear Quadratic Regulator from Nonlinear Observations0
Conservation Voltage Reduction (CVR) via Two-Timescale Control in Unbalanced Power Distribution Systems0
Learning to Discover Skills through Guidance0
Learning to Explore via Meta-Policy Gradient0
CoMPS: Continual Meta Policy Search0
Compositional Concept-Based Neuron-Level Interpretability for Deep Reinforcement Learning0
Learning to Represent Action Values as a Hypergraph on the Action Vertices0
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Benchmark Results

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