Medium

Satyam Mishra

Satyam Mishra

·

Dec 8, 2025

When Reality Is Not Enough: Sim2Real, Domain Randomization & Causal World Models for Autonomous…

This builds on Blogs 1–6 and answers one brutal question:

When Reality Is Not Enough: Sim2Real, Domain Randomization & Causal World Models for Autonomous…

Satyam Mishra

·

Dec 5, 2025

Sim2Real Mastery: Teaching the Car to Survive the Real World

The Day the Car Left Its Playground

Sim2Real Mastery: Teaching the Car to Survive the Real World

Satyam Mishra

·

Nov 28, 2025

One Brain to Drive Them All: End-to-End Differentiable Autonomous Driving

The Grand Merge: When All the Subsystems Become One

One Brain to Drive Them All: End-to-End Differentiable Autonomous Driving

Satyam Mishra

·

Nov 21, 2025

Driving With Imagination: DreamerV3 + TD-MPC in CARLA

Before the Car Ever Moves: The Secret Training Ground

Driving With Imagination: DreamerV3 + TD-MPC in CARLA

Satyam Mishra

·

Nov 7, 2025

Planning with Imagination: Model Predictive Control in Latent Space

From Dreaming to Deciding

Planning with Imagination: Model Predictive Control in Latent Space

Satyam Mishra

·

Oct 16, 2025

Dreaming the Road: Learning a Latent World Model

When Seeing Turns Into Thinking

Dreaming the Road: Learning a Latent World Model

Satyam Mishra

·

Oct 14, 2025

Seeing the Road: Perception Fusion for Autonomous Agents

1. The Moment the Car Opens Its Eyes

Seeing the Road: Perception Fusion for Autonomous Agents

Satyam Mishra

·

Oct 13, 2025

From Pixels to Safe Control: How a Car Learns Its First Reflex

1. A Car That Learns by Watching

From Pixels to Safe Control: How a Car Learns Its First Reflex

Satyam Mishra

·

Oct 2, 2025

Prioritized Experience Replay: Turning Memory into a Curriculum

The Story: Memory Is Not Neutral

Prioritized Experience Replay: Turning Memory into a Curriculum

Satyam Mishra

·

Sep 30, 2025

Dueling DQN: Separating Value and Advantage

The Story: The Limits of Q-Value Estimation

Dueling DQN: Separating Value and Advantage

Satyam Mishra

Satyam Mishra

Explaining AI from scratch to deployment: covering the math, logic, and reasoning behind it, in the simplest way possible.

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