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Online control of simulated humanoids using particle belief propagation

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-0-85729-398-5_9openalex-snapshot
Nonlinear Model Predictive Control
inferredcites →https://doi.org/10.1007/978-3-642-01094-1_21openalex-snapshot
Sequential Monte Carlo for Model Predictive Control
inferredcites →https://doi.org/10.1007/s00371-014-0943-4openalex-snapshot
Adaptive motion synthesis for virtual characters: a survey
inferredcites →https://doi.org/10.1007/s10994-012-5278-7openalex-snapshot
Optimal control as a graphical model inference problem
inferredcites →https://doi.org/10.1016/j.sysconle.2011.05.001openalex-snapshot
PF-MPC: Particle filter-model predictive control
inferredcites →https://doi.org/10.1109/78.978374openalex-snapshot
A tutorial on particle filters for online nonlinear/non-Gaussian Bayesian tracking
inferredcites →https://doi.org/10.1109/cdc.2008.4739438openalex-snapshot
General duality between optimal control and estimation
inferredcites →https://doi.org/10.1109/cdc.2013.6760651openalex-snapshot
Parallelisation of Sequential Monte Carlo for real-time control in air traffic management
inferredcites →https://doi.org/10.1109/coase.2008.4626486openalex-snapshot
Motion planning for steerable needles in 3D environments with obstacles using rapidly-exploring Random Trees and backchaining
inferredcites →https://doi.org/10.1109/icra.2011.5980280openalex-snapshot
STOMP: Stochastic trajectory optimization for motion planning
inferredcites →https://doi.org/10.1109/icra.2014.6907001openalex-snapshot
Control-limited differential dynamic programming
inferredcites →https://doi.org/10.1109/iros.2012.6386025openalex-snapshot
Synthesis and stabilization of complex behaviors through online trajectory optimization
inferredcites →https://doi.org/10.1111/cgf.12321openalex-snapshot
Feedback control for rotational movements in feature space
inferredcites →https://doi.org/10.1111/j.1467-8659.2008.01134.xopenalex-snapshot
Simulation of Human Motion Data using Short‐Horizon Model‐Predictive Control
inferredcites →https://doi.org/10.1111/j.1467-8659.2009.01591.xopenalex-snapshot
State of the Art in Example‐Based Motion Synthesis for Virtual Characters in Interactive Applications
inferredcites →https://doi.org/10.1111/j.1467-8659.2012.03189.xopenalex-snapshot
Interactive Character Animation Using Simulated Physics: A State‐of‐the‐Art Review
inferredcites →https://doi.org/10.1145/1275808.1276509openalex-snapshot
SIMBICON
inferredcites →https://doi.org/10.1145/1276377.1276509openalex-snapshot
SIMBICON
inferredcites →https://doi.org/10.1145/1477926.1477936openalex-snapshot
Optimization-based interactive motion synthesis
inferredcites →https://doi.org/10.1145/1531326.1531387openalex-snapshot
Contact-aware nonlinear control of dynamic characters
inferredcites →https://doi.org/10.1145/1553374.1553508openalex-snapshot
Robot trajectory optimization using approximate inference
inferredcites →https://doi.org/10.1145/1778765.1778808openalex-snapshot
Robust physics-based locomotion using low-dimensional planning
inferredcites →https://doi.org/10.1145/1778765.1778809openalex-snapshot
Terrain-adaptive bipedal locomotion control
inferredcites →https://doi.org/10.1145/1778765.1778811openalex-snapshot
Optimal feedback control for character animation using an abstract model
inferredcites →https://doi.org/10.1145/1778765.1781155openalex-snapshot
Data-driven biped control
inferredcites →https://doi.org/10.1145/1778765.1781156openalex-snapshot
Generalized biped walking control
inferredcites →https://doi.org/10.1145/1831407.1831431openalex-snapshot
Nonparametric belief propagation
inferredcites →https://doi.org/10.1145/2185520.2185539openalex-snapshot
Discovery of complex behaviors through contact-invariant optimization
inferredcites →https://doi.org/10.1145/2366145.2366173openalex-snapshot
Terrain runner
inferredcites →https://doi.org/10.1145/2366145.2366174openalex-snapshot
Falling and landing motion control for character animation
inferredcites →https://doi.org/10.1145/2508363.2508399openalex-snapshot
Flexible muscle-based locomotion for bipedal creatures
inferredcites →https://doi.org/10.1145/2601097.2601121openalex-snapshot
Learning bicycle stunts
inferredcites →https://doi.org/10.1145/2601097.2601192openalex-snapshot
Generalizing locomotion style to new animals with inverse optimal regression
inferredcites →https://doi.org/10.1145/2601097.2601218openalex-snapshot
Online motion synthesis using sequential Monte Carlo
inferredcites →https://doi.org/10.1145/378456.378507openalex-snapshot
Spacetime constraints

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/978-3-030-11012-3_2openalex-snapshot
Teaching UAVs to Race: End-to-End Regression of Agile Controls in Simulation
inferred← citeshttps://doi.org/10.1007/978-3-030-72795-6_17openalex-snapshot
A Simulation Environment for Autonomous Robot Swarms with Limited Communication Skills
inferred← citeshttps://doi.org/10.1007/978-3-031-87345-4_18openalex-snapshot
Flexible Visualization for Modular Autonomy Cores of Autonomous Robot Swarms
inferred← citeshttps://doi.org/10.1007/978-3-319-14418-4_12openalex-snapshot
Biped Controller for Character Animation
inferred← citeshttps://doi.org/10.1007/978-3-319-14418-4_8openalex-snapshot
Real-Time Full-Body Pose Synthesis and Editing
inferred← citeshttps://doi.org/10.1007/978-3-319-30808-1_12-1openalex-snapshot
Biped Controller for Character Animation
inferred← citeshttps://doi.org/10.1007/978-3-319-30808-1_8-1openalex-snapshot
Real-Time Full-Body Pose Synthesis and Editing
inferred← citeshttps://doi.org/10.1007/978-3-319-51547-2_1openalex-snapshot
Robot Motion Planning and Control: Is It More than a Technological Problem?
inferred← citeshttps://doi.org/10.1007/s00371-020-01956-9openalex-snapshot
Keyframe-based multi-contact motion synthesis
inferred← citeshttps://doi.org/10.1007/s11263-018-1073-7openalex-snapshot
Sim4CV: A Photo-Realistic Simulator for Computer Vision Applications
inferred← citeshttps://doi.org/10.1007/s11390-017-1742-yopenalex-snapshot
A Survey on Human Performance Capture and Animation
inferred← citeshttps://doi.org/10.1007/s11760-021-01960-zopenalex-snapshot
Underwater image enhancement based on color-line model and homomorphic filtering
inferred← citeshttps://doi.org/10.1016/j.procs.2021.04.176openalex-snapshot
Decentralized model predictive control for autonomous robot swarms with restricted communication skills in unknown environments
inferred← citeshttps://doi.org/10.1080/0951192x.2018.1466396openalex-snapshot
A new approach to plan manual assembly
inferred← citeshttps://doi.org/10.1109/cig.2018.8490407openalex-snapshot
Intelligent Middle-Level Game Control
inferred← citeshttps://doi.org/10.1109/ds-rt50469.2020.9213618openalex-snapshot
Real-Time Simulation of Robot Swarms with Restricted Communication Skills
inferred← citeshttps://doi.org/10.1109/hpcc-dss-smartcity-dependsys57074.2022.00346openalex-snapshot
Inference-Based Deep Reinforcement Learning for Physics-Based Character Control
inferred← citeshttps://doi.org/10.1109/iros.2016.7759229openalex-snapshot
Sampled differential dynamic programming
inferred← citeshttps://doi.org/10.1109/lra.2018.2856915openalex-snapshot
Approximate Inference-Based Motion Planning by Learning and Exploiting Low-Dimensional Latent Variable Models
inferred← citeshttps://doi.org/10.1109/secon.2016.7506716openalex-snapshot
Reduction of impact force in falling robots using variable stiffness
inferred← citeshttps://doi.org/10.1109/ssrr56537.2022.10018776openalex-snapshot
Dynamic Mission Control for Decentralized Mobile Robot Swarms
inferred← citeshttps://doi.org/10.1109/tro.2016.2587744openalex-snapshot
Anthropomorphic Movement Analysis and Synthesis: A Survey of Methods and Applications
inferred← citeshttps://doi.org/10.1109/tro.2022.3197013openalex-snapshot
Algorithms and Systems for Manipulating Multiple Objects
inferred← citeshttps://doi.org/10.1109/tvcg.2018.2849386openalex-snapshot
Continuous Control Monte Carlo Tree Search Informed by Multiple Experts
inferred← citeshttps://doi.org/10.1109/tvcg.2020.3018187openalex-snapshot
Visualizing Movement Control Optimization Landscapes
inferred← citeshttps://doi.org/10.1109/tvcg.2022.3163676openalex-snapshot
Rhythm is a Dancer: Music-Driven Motion Synthesis With Global Structure
inferred← citeshttps://doi.org/10.1111/cgf.12817openalex-snapshot
Character contact re‐positioning under large environment deformation
inferred← citeshttps://doi.org/10.1111/cgf.12853openalex-snapshot
Data‐guided Model Predictive Control Based on Smoothed Contact Dynamics
inferred← citeshttps://doi.org/10.1111/cgf.13134openalex-snapshot
Performance-Based Biped Control using a Consumer Depth Camera
inferred← citeshttps://doi.org/10.1111/cgf.13513openalex-snapshot
Learning Physically Based Humanoid Climbing Movements
inferred← citeshttps://doi.org/10.1111/cgf.13514openalex-snapshot
Robust Physics‐based Motion Retargeting with Realistic Body Shapes
inferred← citeshttps://doi.org/10.1111/cgf.142630openalex-snapshot
Learning and Exploring Motor Skills with Spacetime Bounds
inferred← citeshttps://doi.org/10.1111/cgf.14504openalex-snapshot
A Survey on Reinforcement Learning Methods in Character Animation
inferred← citeshttps://doi.org/10.1111/cgf.15174openalex-snapshot
PartwiseMPC: Interactive Control of Contact‐Guided Motions
inferred← citeshttps://doi.org/10.1126/scirobotics.abo0235openalex-snapshot
From motor control to team play in simulated humanoid football
inferred← citeshttps://doi.org/10.1145/2822013.2822036openalex-snapshot
RT-RRT*
inferred← citeshttps://doi.org/10.1145/2856400.2856405openalex-snapshot
Dynamically balanced and plausible trajectory planning for human-like characters
inferred← citeshttps://doi.org/10.1145/3009907openalex-snapshot
Domain of Attraction Expansion for Physics-Based Character Control
inferred← citeshttps://doi.org/10.1145/3072959.3009907openalex-snapshot
Domain of Attraction Expansion for Physics-Based Character Control
inferred← citeshttps://doi.org/10.1145/3072959.3073602openalex-snapshot
DeepLoco
inferred← citeshttps://doi.org/10.1145/3072959.3073707openalex-snapshot
Discovering and synthesizing humanoid climbing movements
inferred← citeshttps://doi.org/10.1145/3072959.3083723openalex-snapshot
Learning to Schedule Control Fragments for Physics-Based Characters Using Deep Q-Learning
inferred← citeshttps://doi.org/10.1145/3083723openalex-snapshot
Learning to Schedule Control Fragments for Physics-Based Characters Using Deep Q-Learning
inferred← citeshttps://doi.org/10.1145/3099564.3099579openalex-snapshot
Augmenting sampling based controllers with machine learning
inferred← citeshttps://doi.org/10.1145/3116595.3116617openalex-snapshot
Predictive Physics Simulation in Game Mechanics
inferred← citeshttps://doi.org/10.1145/3130859.3131305openalex-snapshot
Towards Computer-Aided Imagery in Sport and Exercise
inferred← citeshttps://doi.org/10.1145/3197517.3201311openalex-snapshot
DeepMimic
inferred← citeshttps://doi.org/10.1145/3209045openalex-snapshot
Closed-Loop Global Motion Planning for Reactive, Collision-Free Execution of Learned Tasks
inferred← citeshttps://doi.org/10.1145/3213773openalex-snapshot
2PAC
inferred← citeshttps://doi.org/10.1145/3272127.3275023openalex-snapshot
Aerobatics control of flying creatures via self-regulated learning
inferred← citeshttps://doi.org/10.1145/3306131.3317027openalex-snapshot
Adaptive gaussian mixture trajectory model for physical model control using motion capture data
inferred← citeshttps://doi.org/10.1145/3309486.3340246openalex-snapshot
GPU-based contact-aware trajectory optimization using a smooth force model
inferred← citeshttps://doi.org/10.1145/3355089.3356501openalex-snapshot
Learning predict-and-simulate policies from unorganized human motion data
inferred← citeshttps://doi.org/10.1145/3360905openalex-snapshot
Model Predictive Control with a Visuomotor System for Physics-based Character Animation
inferred← citeshttps://doi.org/10.1145/3386569.3392381openalex-snapshot
A scalable approach to control diverse behaviors for physically simulated characters
inferred← citeshttps://doi.org/10.1145/3386569.3392432openalex-snapshot
Fast and flexible multilegged locomotion using learned centroidal dynamics
inferred← citeshttps://doi.org/10.1145/3386569.3392433openalex-snapshot
CARL
inferred← citeshttps://doi.org/10.1145/3450626.3459774openalex-snapshot
Learning a family of motor skills from a single motion clip
inferred← citeshttps://doi.org/10.1145/3451254openalex-snapshot
Efficient Hyperparameter Optimization for Physics-based Character Animation
inferred← citeshttps://doi.org/10.1145/3478513.3480527openalex-snapshot
SuperTrack
inferred← citeshttps://doi.org/10.1145/3480148openalex-snapshot
A GAN-Like Approach for Physics-Based Imitation Learning and Interactive Character Control
inferred← citeshttps://doi.org/10.1145/3528233.3530697openalex-snapshot
Learning to Get Up
inferred← citeshttps://doi.org/10.1145/3528233.3530735openalex-snapshot
Learning Soccer Juggling Skills with Layer-wise Mixture-of-Experts
inferred← citeshttps://doi.org/10.1145/3550454.3555434openalex-snapshot
ControlVAE
inferred← citeshttps://doi.org/10.1145/3561975.3562943openalex-snapshot
Learning High-Risk High-Precision Motion Control
inferred← citeshttps://doi.org/10.1145/3592447openalex-snapshot
Composite Motion Learning with Task Control
inferred← citeshttps://doi.org/10.1145/3606926openalex-snapshot
MAAIP
inferred← citeshttps://doi.org/10.1145/3610548.3618176openalex-snapshot
Discovering Fatigued Movements for Virtual Character Animation
inferred← citeshttps://doi.org/10.1145/3610548.3618187openalex-snapshot
Adaptive Tracking of a Single-Rigid-Body Character in Various Environments
inferred← citeshttps://doi.org/10.1145/3721238.3730656openalex-snapshot
AMOR: Adaptive Character Control through Multi-Objective Reinforcement Learning
inferred← citeshttps://doi.org/10.1145/3757377.3763823openalex-snapshot
SRBTrack: Terrain-Adaptive Tracking of a Single-Rigid-Body Character Using Momentum-Mapped Space-Time Optimization
inferred← citeshttps://doi.org/10.1177/0278364920987859openalex-snapshot
How to train your robot with deep reinforcement learning: lessons we have learned
inferred← citeshttps://doi.org/10.15701/kcgs.2019.25.3.133openalex-snapshot
On-line Motion Synthesis Using Analytically Differentiable System Dynamics
inferred← citeshttps://doi.org/10.15701/kcgs.2021.27.3.13openalex-snapshot
Motion Generation of a Single Rigid Body Character Using Deep Reinforcement Learning
inferred← citeshttps://doi.org/10.20380/gi2018.13openalex-snapshot
Computer-Aided Imagery in Sport and Exercise: A Case Study of Indoor Wall Climbing
inferred← citeshttps://doi.org/10.48550/arxiv.1708.05884openalex-snapshot
Teaching UAVs to Race: End-to-End Regression of Agile Controls in Simulation
inferred← citeshttps://doi.org/10.48550/arxiv.2011.15119openalex-snapshot
UniCon: Universal Neural Controller For Physics-based Character Motion
inferred← citeshttps://doi.org/10.70675/33c2dfdfz2981z4a99z8b89zd59487b2e7fdopenalex-snapshot
Reinforcement learning of a navigation method for contact planning on humanoid robots
inferred← citeshttps://doi.org/10.70675/6b23bddbz34f2z4d9dz8e0dzb99dc83a082copenalex-snapshot
Optimal control and machine learning for humanoid and aerial robots
inferred← citeshttps://doi.org/10.70675/a34486dcza9ffz4f17z9405z0458b12a9e9dopenalex-snapshot
Simulating crowds with reinforcement learning
inferred← citeshttps://doi.org/10.70675/b00361cczc7cdz4070z8b3ezbc6bc7955f4dopenalex-snapshot
Contrôle physique de mouvement de personnages virtuels en environnement complexe
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