Russ Tedrake

Orcid: 0000-0002-8712-7092

Affiliations:
  • Massachusetts Institute of Technology, Cambridge, USA


According to our database1, Russ Tedrake authored at least 185 papers between 1999 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
Shortest Paths in Graphs of Convex Sets.
SIAM J. Optim., March, 2024

Universal Manipulation Interface: In-The-Wild Robot Teaching Without In-The-Wild Robots.
CoRR, 2024

Towards Tight Convex Relaxations for Contact-Rich Manipulation.
CoRR, 2024

PoCo: Policy Composition from and for Heterogeneous Robot Learning.
CoRR, 2024

2023
Global Planning for Contact-Rich Manipulation via Local Smoothing of Quasi-Dynamic Contact Models.
IEEE Trans. Robotics, December, 2023

Motion planning around obstacles with convex optimization.
Sci. Robotics, November, 2023

Approximate Optimal Controller Synthesis for Cart-Poles and Quadrotors via Sums-of-Squares.
IEEE Robotics Autom. Lett., November, 2023

Certifying Bimanual RRT Motion Plans in a Second.
CoRR, 2023

Approximating Robot Configuration Spaces with few Convex Sets using Clique Covers of Visibility Graphs.
CoRR, 2023

Fleet Policy Learning via Weight Merging and An Application to Robotic Tool-Use.
CoRR, 2023

Constrained Bimanual Planning with Analytic Inverse Kinematics.
CoRR, 2023

Proximity and Visuotactile Point Cloud Fusion for Contact Patches in Extreme Deformation.
CoRR, 2023

Fast Path Planning Through Large Collections of Safe Boxes.
CoRR, 2023

Suboptimal Controller Synthesis for Cart-Poles and Quadrotors via Sums-of-Squares.
CoRR, 2023

Growing Convex Collision-Free Regions in Configuration Space using Nonlinear Programming.
CoRR, 2023

Certified Polyhedral Decompositions of Collision-Free Configuration Space.
CoRR, 2023

Non-Euclidean Motion Planning with Graphs of Geodesically-Convex Sets.
Proceedings of the Robotics: Science and Systems XIX, Daegu, 2023

Smoothed Online Learning for Prediction in Piecewise Affine Systems.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Provable Guarantees for Generative Behavior Cloning: Bridging Low-Level Stability and High-Level Behavior.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Can Direct Latent Model Learning Solve Linear Quadratic Gaussian Control?
Proceedings of the Learning for Dynamics and Control Conference, 2023

Does Learning from Decentralized Non-IID Unlabeled Data Benefit from Self Supervision?
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Fighting Uncertainty with Gradients: Offline Reinforcement Learning via Diffusion Score Matching.
Proceedings of the Conference on Robot Learning, 2023

Toward Understanding State Representation Learning in MuZero: A Case Study in Linear Quadratic Gaussian Control.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

Synthesizing Stable Reduced-Order Visuomotor Policies for Nonlinear Systems via Sums-of-Squares Optimization.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

2022
Bundled Gradients Through Contact Via Randomized Smoothing.
IEEE Robotics Autom. Lett., 2022

Does Decentralized Learning with Non-IID Unlabeled Data Benefit from Self Supervision?
CoRR, 2022

Globally Convergent Policy Search over Dynamic Filters for Output Estimation.
CoRR, 2022

Do Differentiable Simulators Give Better Policy Gradients?
CoRR, 2022

Finding and Optimizing Certified, Collision-Free Regions in Configuration Space for Robot Manipulators.
Proceedings of the Algorithmic Foundations of Robotics XV, 2022

Globally Convergent Policy Search for Output Estimation.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

SEED: Series Elastic End Effectors in 6D for Visuotactile Tool Use.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Easing Reliance on Collision-free Planning with Contact-aware Control.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Do Differentiable Simulators Give Better Policy Gradients?
Proceedings of the International Conference on Machine Learning, 2022

Elliptical Slice Sampling for Probabilistic Verification of Stochastic Systems with Signal Temporal Logic Specifications.
Proceedings of the HSCC '22: 25th ACM International Conference on Hybrid Systems: Computation and Control, Milan, Italy, May 4, 2022

Learning Multi-Object Dynamics with Compositional Neural Radiance Fields.
Proceedings of the Conference on Robot Learning, 2022

Discrete Approximate Information States in Partially Observable Environments.
Proceedings of the American Control Conference, 2022

2021
Warm Start of Mixed-Integer Programs for Model Predictive Control of Hybrid Systems.
IEEE Trans. Autom. Control., 2021

kPAM 2.0: Feedback Control for Category-Level Robotic Manipulation.
IEEE Robotics Autom. Lett., 2021

The Surprising Effectiveness of Linear Models for Visual Foresight in Object Pile Manipulation.
Proceedings of the Algorithmic Foundations of Robotics XIV, 2021

Lyapunov-stable neural-network control.
Proceedings of the Robotics: Science and Systems XVII, Virtual Event, July 12-16, 2021., 2021

Variable compliance and geometry regulation of Soft-Bubble grippers with active pressure control.
Proceedings of the 4th IEEE International Conference on Soft Robotics, 2021

Identifying External Contacts from Joint Torque Measurements on Serial Robotic Arms and Its Limitations.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

A Convex Quasistatic Time-stepping Scheme for Rigid Multibody Systems with Contact and Friction.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

kPAM-SC: Generalizable Manipulation Planning using KeyPoint Affordance and Shape Completion.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Learning Geometric Reasoning and Control for Long-Horizon Tasks from Visual Input.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Learning Models as Functionals of Signed-Distance Fields for Manipulation Planning.
Proceedings of the Conference on Robot Learning, 8-11 November 2021, London, UK., 2021

2020
Fast Model-Based Contact Patch and Pose Estimation for Highly Deformable Dense-Geometry Tactile Sensors.
IEEE Robotics Autom. Lett., 2020

Self-Supervised Correspondence in Visuomotor Policy Learning.
IEEE Robotics Autom. Lett., 2020

Neural Bridge Sampling for Evaluating Safety-Critical Autonomous Systems.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Soft-bubble grippers for robust and perceptive manipulation.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

R3T: Rapidly-exploring Random Reachable Set Tree for Optimal Kinodynamic Planning of Nonlinear Hybrid Systems.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Generative Modeling of Environments with Scene Grammars and Variational Inference.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Local Trajectory Stabilization for Dexterous Manipulation via Piecewise Affine Approximations.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

FormulaZero: Distributionally Robust Online Adaptation via Offline Population Synthesis.
Proceedings of the 37th International Conference on Machine Learning, 2020

Trajectory Optimization for An Autonomous Vehicle Driving across Stochastic Traffic Flows based on Direct Collocation.
Proceedings of the International Conference on Control, Automation and Diagnosis, 2020

Robust output feedback control with guaranteed constraint satisfaction.
Proceedings of the HSCC '20: 23rd ACM International Conference on Hybrid Systems: Computation and Control, 2020

Keypoints into the Future: Self-Supervised Correspondence in Model-Based Reinforcement Learning.
Proceedings of the 4th Conference on Robot Learning, 2020

Sampling Quotient-Ring Sum-of-Squares Programs for Scalable Verification of Nonlinear Systems.
Proceedings of the 59th IEEE Conference on Decision and Control, 2020

Counter-example guided synthesis of neural network Lyapunov functions for piecewise linear systems.
Proceedings of the 59th IEEE Conference on Decision and Control, 2020

The Nearest Polytope Problem: Algorithms and Application to Controlling Hybrid Systems.
Proceedings of the 2020 American Control Conference, 2020

2019
Global inverse kinematics via mixed-integer convex optimization.
Int. J. Robotics Res., 2019

Soft-bubble: A highly compliant dense geometry tactile sensor for robot manipulation.
Proceedings of the IEEE International Conference on Soft Robotics, 2019

KPAM: KeyPoint Affordances for Category-Level Robotic Manipulation.
Proceedings of the Robotics Research, 2019

A Supervised Approach to Predicting Noise in Depth Images.
Proceedings of the International Conference on Robotics and Automation, 2019

Sampling-Based Polytopic Trees for Approximate Optimal Control of Piecewise Affine Systems.
Proceedings of the International Conference on Robotics and Automation, 2019

Propagation Networks for Model-Based Control Under Partial Observation.
Proceedings of the International Conference on Robotics and Automation, 2019

Controller Synthesis for Discrete-time Hybrid Polynomial Systems via Occupation Measures.
Proceedings of the International Conference on Robotics and Automation, 2019

LVIS: Learning from Value Function Intervals for Contact-Aware Robot Controllers.
Proceedings of the International Conference on Robotics and Automation, 2019

Evaluating Robustness of Neural Networks with Mixed Integer Programming.
Proceedings of the 7th International Conference on Learning Representations, 2019

Learning Particle Dynamics for Manipulating Rigid Bodies, Deformable Objects, and Fluids.
Proceedings of the 7th International Conference on Learning Representations, 2019

Mixed-integer formulations for optimal control of piecewise-affine systems.
Proceedings of the 22nd ACM International Conference on Hybrid Systems: Computation and Control, 2019

Connecting Touch and Vision via Cross-Modal Prediction.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

FilterReg: Robust and Efficient Probabilistic Point-Set Registration Using Gaussian Filter and Twist Parameterization.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Linear Encodings for Polytope Containment Problems.
Proceedings of the 58th IEEE Conference on Decision and Control, 2019

2018
High-speed autonomous obstacle avoidance with pushbroom stereo.
J. Field Robotics, 2018

Convex Optimization of Nonlinear State Feedback Controllers for Discrete-time Polynomial Systems via Occupation Measures.
CoRR, 2018

Counterexample-Guided Safety Contracts for Autonomous Driving.
Proceedings of the Algorithmic Foundations of Robotics XIII, 2018

SurfelWarp: Efficient Non-Volumetric Single View Dynamic Reconstruction.
Proceedings of the Robotics: Science and Systems XIV, 2018

Scalable End-to-End Autonomous Vehicle Testing via Rare-event Simulation.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

A Robust Time-Stepping Scheme for Quasistatic Rigid Multibody Systems.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Controller Synthesis for Discrete-Time Polynomial Systems via Occupation Measures.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Label Fusion: A Pipeline for Generating Ground Truth Labels for Real RGBD Data of Cluttered Scenes.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

NanoMap: Fast, Uncertainty-Aware Proximity Queries with Lazy Search Over Local 3D Data.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Dense Object Nets: Learning Dense Visual Object Descriptors By and For Robotic Manipulation.
Proceedings of the 2nd Annual Conference on Robot Learning, 2018

Compositional Verification of Large-Scale Nonlinear Systems via Sums-of-Squares Optimization.
Proceedings of the 2018 Annual American Control Conference, 2018

2017
Robot Learning.
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017

Whole-Body Control [TC Spotlight].
IEEE Robotics Autom. Mag., 2017

Director: A User Interface Designed for Robot Operation with Shared Autonomy.
J. Field Robotics, 2017

Funnel libraries for real-time robust feedback motion planning.
Int. J. Robotics Res., 2017

Parameter and contact force estimation of planar rigid-bodies undergoing frictional contact.
Int. J. Robotics Res., 2017

Verifying Neural Networks with Mixed Integer Programming.
CoRR, 2017

A Pipeline for Generating Ground Truth Labels for Real RGBD Data of Cluttered Scenes.
CoRR, 2017

Balancing and Step Recovery Capturability via Sums-of-Squares Optimization.
Proceedings of the Robotics: Science and Systems XIII, 2017

Fast Trajectory Optimization for Agile Quadrotor Maneuvers with a Cable-Suspended Payload.
Proceedings of the Robotics: Science and Systems XIII, 2017


Globally Optimal Object Pose Estimation in Point Clouds with Mixed-Integer Programming.
Proceedings of the Robotics Research, The 18th International Symposium, 2017

Functional co-optimization of articulated robots.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Tracking objects with point clouds from vision and touch.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Convex and Combinatorial Optimization for Dynamic Robots in the Real World.
Proceedings of the 20th International Conference on Hybrid Systems: Computation and Control, 2017

Approximate hybrid model predictive control for multi-contact push recovery in complex environments.
Proceedings of the 17th IEEE-RAS International Conference on Humanoid Robotics, 2017

Feedback design for multi-contact push recovery via LMI approximation of the Piecewise-Affine Quadratic Regulator.
Proceedings of the 17th IEEE-RAS International Conference on Humanoid Robotics, 2017

2016
Modeling and Control of Legged Robots.
Proceedings of the Springer Handbook of Robotics, 2016

Stability Analysis and Control of Rigid-Body Systems With Impacts and Friction.
IEEE Trans. Autom. Control., 2016

Feedback-motion-planning with simulation-based LQR-trees.
Int. J. Robotics Res., 2016

Dynamics and trajectory optimization for a soft spatial fluidic elastomer manipulator.
Int. J. Robotics Res., 2016

Optimization-based locomotion planning, estimation, and control design for the atlas humanoid robot.
Auton. Robots, 2016

Integrated Perception and Control at High Speed: Evaluating Collision Avoidance Maneuvers Without Maps.
Proceedings of the Algorithmic Foundations of Robotics XII, 2016

Localizing external contact using proprioceptive sensors: The Contact Particle Filter.
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016

Optimization and stabilization of trajectories for constrained dynamical systems.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

Aggressive quadrotor flight through cluttered environments using mixed integer programming.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

Balance control using center of mass height variation: Limitations imposed by unilateral contact.
Proceedings of the 16th IEEE-RAS International Conference on Humanoid Robots, 2016

Planning robust walking motion on uneven terrain via convex optimization.
Proceedings of the 16th IEEE-RAS International Conference on Humanoid Robots, 2016

2015
An Architecture for Online Affordance-based Perception and Whole-body Planning.
J. Field Robotics, 2015

Identifiability Analysis of Planar Rigid-Body Frictional Contact.
Proceedings of the Robotics Research, 2015

Synthesis and Optimization of Force Closure Grasps via Sequential Semidefinite Programming.
Proceedings of the Robotics Research, 2015

Efficient mixed-integer planning for UAVs in cluttered environments.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015

Pushbroom stereo for high-speed navigation in cluttered environments.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015

A closed-form solution for real-time ZMP gait generation and feedback stabilization.
Proceedings of the 15th IEEE-RAS International Conference on Humanoid Robots, 2015

Continuous humanoid locomotion over uneven terrain using stereo fusion.
Proceedings of the 15th IEEE-RAS International Conference on Humanoid Robots, 2015

2014
A direct method for trajectory optimization of rigid bodies through contact.
Int. J. Robotics Res., 2014

Convex optimization of nonlinear feedback controllers via occupation measures.
Int. J. Robotics Res., 2014

Computing Large Convex Regions of Obstacle-Free Space Through Semidefinite Programming.
Proceedings of the Algorithmic Foundations of Robotics XI, 2014


An efficiently solvable quadratic program for stabilizing dynamic locomotion.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

Flying between obstacles with an autonomous knife-edge maneuver.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

Footstep planning on uneven terrain with mixed-integer convex optimization.
Proceedings of the 14th IEEE-RAS International Conference on Humanoid Robots, 2014

Whole-body motion planning with centroidal dynamics and full kinematics.
Proceedings of the 14th IEEE-RAS International Conference on Humanoid Robots, 2014

Convex computation of the reachable set for controlled polynomial hybrid systems.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

Control and verification of high-dimensional systems with DSOS and SDSOS programming.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

Adaptive control design for underactuated systems using sums-of-squares optimization.
Proceedings of the American Control Conference, 2014

2013
Technical Report: Convex Optimization of Nonlinear Feedback Controllers via Occupation Measures.
CoRR, 2013

Control design along trajectories with sums of squares programming.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

L2-gain optimization for robust bipedal walking on unknown terrain.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

Lyapunov analysis of rigid body systems with impacts and friction via sums-of-squares.
Proceedings of the 16th international conference on Hybrid systems: computation and control, 2013

A numerical algebraic geometry approach to regional stability analysis of polynomial systems.
Proceedings of the American Control Conference, 2013

Complexity of ten decision problems in continuous time dynamical systems.
Proceedings of the American Control Conference, 2013

2012
Finite-time regional verification of stochastic non-linear systems.
Int. J. Robotics Res., 2012

Erratum: Direct Trajectory Optimization of Rigid Body Dynamical Systems through Contact.
Proceedings of the Algorithmic Foundations of Robotics X, 2012

Direct Trajectory Optimization of Rigid Body Dynamical Systems through Contact.
Proceedings of the Algorithmic Foundations of Robotics X, 2012

Robust Online Motion Planning with Regions of Finite Time Invariance.
Proceedings of the Algorithmic Foundations of Robotics X, 2012

Non-Gaussian belief space planning: Correctness and complexity.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012

Region of attraction estimation for a perching aircraft: A Lyapunov method exploiting barrier certificates.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012

Safety verification of reactive controllers for UAV flight in cluttered environments using barrier certificates.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012

Control synthesis and verification for a perching UAV using LQR-Trees.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Optimizing robust limit cycles for legged locomotion on unknown terrain.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Algebraic verification for parameterized motion planning libraries.
Proceedings of the American Control Conference, 2012

Design, analysis, and learning control of a fully actuated micro wind turbine.
Proceedings of the American Control Conference, 2012

2011
Bounding on rough terrain with the LittleDog robot.
Int. J. Robotics Res., 2011

Stable dynamic walking over uneven terrain.
Int. J. Robotics Res., 2011

Sample-Based Planning with Volumes in Configuration Space
CoRR, 2011

Special issue on selected papers from Robotics: Science and Systems 2009.
Auton. Robots, 2011

Finite-Time Regional Verification of Stochastic Nonlinear Systems.
Proceedings of the Robotics: Science and Systems VII, 2011

Efficient Planning in Non-Gaussian Belief Spaces and Its Application to Robot Grasping.
Proceedings of the Robotics Research, 2011

Magnetic localization for perching UAVs on powerlines.
Proceedings of the 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2011

Feedback controller parameterizations for Reinforcement Learning.
Proceedings of the 2011 IEEE Symposium on Adaptive Dynamic Programming And Reinforcement Learning, 2011

2010
Motor Learning at Intermediate Reynolds Number: Experiments with Policy Gradient on the Flapping Flight of a Rigid Wing.
Proceedings of the From Motor Learning to Interaction Learning in Robots, 2010

Robot Learning.
Proceedings of the Encyclopedia of Machine Learning, 2010

LQR-trees: Feedback Motion Planning via Sums-of-Squares Verification.
Int. J. Robotics Res., 2010

Regions of Attraction for Hybrid Limit Cycles of Walking Robots
CoRR, 2010

Minimalistic control of biped walking in rough terrain.
Auton. Robots, 2010

Belief space planning assuming maximum likelihood observations.
Proceedings of the Robotics: Science and Systems VI, 2010

Simulation-based LQR-trees with input and state constraints.
Proceedings of the IEEE International Conference on Robotics and Automation, 2010

A quadratic regulator-based heuristic for rapidly exploring state space.
Proceedings of the IEEE International Conference on Robotics and Automation, 2010

Convex optimization in identification of stable non-linear state space models.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010

2009
Robot learning [TC Spotlight].
IEEE Robotics Autom. Mag., 2009

Metastable Walking Machines.
Int. J. Robotics Res., 2009

LQR-trees: Feedback motion planning on sparse randomized trees.
Proceedings of the Robotics: Science and Systems V, University of Washington, Seattle, USA, June 28, 2009

Stable Dynamic Walking over Rough Terrain - Theory and Experiment.
Proceedings of the Robotics Research - The 14th International Symposium, 2009

Reachability-guided sampling for planning under differential constraints.
Proceedings of the 2009 IEEE International Conference on Robotics and Automation, 2009

Path planning in 1000+ dimensions using a task-space Voronoi bias.
Proceedings of the 2009 IEEE International Conference on Robotics and Automation, 2009

Minimalistic control of a compass gait robot in rough terrain.
Proceedings of the 2009 IEEE International Conference on Robotics and Automation, 2009

Dynamically diverse legged locomotion for rough terrain.
Proceedings of the 2009 IEEE International Conference on Robotics and Automation, 2009

On the controllability of fixed-wing perching.
Proceedings of the American Control Conference, 2009

2008
Metastable Walking on Stochastically Rough Terrain.
Proceedings of the Robotics: Science and Systems IV, 2008

Signal-to-Noise Ratio Analysis of Policy Gradient Algorithms.
Proceedings of the Advances in Neural Information Processing Systems 21, 2008

Reliable Dynamic Motions for a Stiff Quadruped.
Proceedings of the Experimental Robotics, The Eleventh International Symposium, 2008

High-dimensional underactuated motion planning via task space control.
Proceedings of the 2008 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2008

Approximate optimal control of the compass gait on rough terrain.
Proceedings of the 2008 IEEE International Conference on Robotics and Automation, 2008

2007
Motor control optimization of compliant one-legged locomotion in rough terrain.
Proceedings of the 2007 IEEE/RSJ International Conference on Intelligent Robots and Systems, October 29, 2007

Collision detection in legged locomotion using supervised learning.
Proceedings of the 2007 IEEE/RSJ International Conference on Intelligent Robots and Systems, October 29, 2007

Inverse Kinematics for a Point-Foot Quadruped Robot with Dynamic Redundancy Resolution.
Proceedings of the 2007 IEEE International Conference on Robotics and Automation, 2007

2004
Applied optimal control for dynamically stable legged locomotion.
PhD thesis, 2004

Stochastic policy gradient reinforcement learning on a simple 3D biped.
Proceedings of the 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems, Sendai, Japan, September 28, 2004

Actuating a Simple 3D Passive Dynamic Walker.
Proceedings of the 2004 IEEE International Conference on Robotics and Automation, 2004

1999
Intelligent Agents in Computer Games.
Proceedings of the Sixteenth National Conference on Artificial Intelligence and Eleventh Conference on Innovative Applications of Artificial Intelligence, 1999


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