Reinforcement Learning Based Footstep Control

June 12, 2026
Media Summary: This video presents the results from our IEEE Access paper, where we propose a In release 4.0, we advanced Spot's locomotion abilities thanks to the power of AI Teaches Itself to Walk! In this video an AI Warehouse agent named Albert learns how to walk to escape 5 rooms I created.

Reinforcement Learning Based Footstep Control - Detailed Analysis & Overview

This video presents the results from our IEEE Access paper, where we propose a In release 4.0, we advanced Spot's locomotion abilities thanks to the power of AI Teaches Itself to Walk! In this video an AI Warehouse agent named Albert learns how to walk to escape 5 rooms I created. ICRA 2021 presentation for paper titled " In this session replay, we explore the process of teaching an AI agent to drive a vehicle as fast as possible around a racetrack in a ... Get instant access to MATLAB & Simulink books, guides, and course files to boost your skills! Get Access Now: ...

Want to play with the technology yourself? Explore our interactive demo → Learn more about the ...

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Reinforcement Learning-Based Cascade Motion Policy Design for Robust 3D Bipedal Locomotion
Stepping Up | Reinforcement Learning with Spot | Boston Dynamics
Constrained Reinforcement Learning for Unstable Point-Feet Bipedal Locomotion
Constrained footstep planning using model-based reinforcement learning in PDAC walking
Bipedal Robot Locomotion using RL with Footstep Planner & MPC
AI Learns to Walk (deep reinforcement learning)
Reinforcement Learning: Machine Learning Meets Control Theory
Bipedal Locomotion Reward Learning from Demonstrations via Inverse Reinforcement Learning
Reinforcement Learning for Robust Parameterized Locomotion Control of Bipedal Robots
Machine Learning in Games: Training AI Agents to Race Using Reinforcement Learning
3D Walking Bipedal Robot control using Reinforcement Learning

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Reinforcement Learning-Based Footstep Control for Humanoid Robots on Complex Terrain

Reinforcement Learning-Based Footstep Control for Humanoid Robots on Complex Terrain

This video presents the results from our IEEE Access paper, where we propose a

Reinforcement Learning-Based Cascade Motion Policy Design for Robust 3D Bipedal Locomotion

Reinforcement Learning-Based Cascade Motion Policy Design for Robust 3D Bipedal Locomotion

We present a novel

Stepping Up | Reinforcement Learning with Spot | Boston Dynamics

Stepping Up | Reinforcement Learning with Spot | Boston Dynamics

In release 4.0, we advanced Spot's locomotion abilities thanks to the power of

Constrained Reinforcement Learning for Unstable Point-Feet Bipedal Locomotion

Constrained Reinforcement Learning for Unstable Point-Feet Bipedal Locomotion

Constrained

Constrained footstep planning using model-based reinforcement learning in PDAC walking

Constrained footstep planning using model-based reinforcement learning in PDAC walking

Virtual constraint-

Bipedal Robot Locomotion using RL with Footstep Planner & MPC

Bipedal Robot Locomotion using RL with Footstep Planner & MPC

Bipedal Robot Locomotion using RL with

AI Learns to Walk (deep reinforcement learning)

AI Learns to Walk (deep reinforcement learning)

AI Teaches Itself to Walk! In this video an AI Warehouse agent named Albert learns how to walk to escape 5 rooms I created.

Reinforcement Learning: Machine Learning Meets Control Theory

Reinforcement Learning: Machine Learning Meets Control Theory

Reinforcement learning

Bipedal Locomotion Reward Learning from Demonstrations via Inverse Reinforcement Learning

Bipedal Locomotion Reward Learning from Demonstrations via Inverse Reinforcement Learning

https://browse.arxiv.org/pdf/2309.16074.pdf.

Reinforcement Learning for Robust Parameterized Locomotion Control of Bipedal Robots

Reinforcement Learning for Robust Parameterized Locomotion Control of Bipedal Robots

ICRA 2021 presentation for paper titled "

Machine Learning in Games: Training AI Agents to Race Using Reinforcement Learning

Machine Learning in Games: Training AI Agents to Race Using Reinforcement Learning

In this session replay, we explore the process of teaching an AI agent to drive a vehicle as fast as possible around a racetrack in a ...

3D Walking Bipedal Robot control using Reinforcement Learning

3D Walking Bipedal Robot control using Reinforcement Learning

Get instant access to MATLAB & Simulink books, guides, and course files to boost your skills! Get Access Now: ...

Reinforcement Learning from Human Feedback (RLHF) Explained

Reinforcement Learning from Human Feedback (RLHF) Explained

Want to play with the technology yourself? Explore our interactive demo → https://ibm.biz/BdKSby Learn more about the ...