Short Overview: This is one iteration of the walker I trained that solved the task(100 consecutive 300+).

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  • This is one iteration of the walker I trained that solved the task(100 consecutive 300+).

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Media Gallery

BipedalWalker-v2 using Augmented Random Search Algorithm.
Augmented Random Search (ARS) - OpenAI - BipedalWalker
Reinforcement Learning: BipedalWalker-v2
Augmented Random Search Tutorial - How to Train Robots to Walk!
BipedalWalker-v2 with A3C Algorithm
Trained agent for OpenAI BipedalWalker-v3 environment.
Introduction to ElegantRL - Bipedal Walker Reinforcement Learning
Reinforcement Learning using Augmented Random Search
My final walker for BipedalWalker-v2
RL Agent (opeani gym BipedalWalker-v2) by genetic algorithm
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BipedalWalker-v2 using Augmented Random Search Algorithm.

BipedalWalker-v2 using Augmented Random Search Algorithm.

Read more details and related context about BipedalWalker-v2 using Augmented Random Search Algorithm..

Augmented Random Search (ARS) - OpenAI - BipedalWalker

Augmented Random Search (ARS) - OpenAI - BipedalWalker

Read more details and related context about Augmented Random Search (ARS) - OpenAI - BipedalWalker.

Reinforcement Learning: BipedalWalker-v2

Reinforcement Learning: BipedalWalker-v2

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Augmented Random Search Tutorial - How to Train Robots to Walk!

Augmented Random Search Tutorial - How to Train Robots to Walk!

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BipedalWalker-v2 with A3C Algorithm

BipedalWalker-v2 with A3C Algorithm

Agent trained about 30k episodes per worker in ~21h on a single CPU,

Trained agent for OpenAI BipedalWalker-v3 environment.

Trained agent for OpenAI BipedalWalker-v3 environment.

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Introduction to ElegantRL - Bipedal Walker Reinforcement Learning

Introduction to ElegantRL - Bipedal Walker Reinforcement Learning

GET ACCESS TO RESEARCH VAULT: Hey, thanks for clicking on the video. I talk about coding, ...

Reinforcement Learning using Augmented Random Search

Reinforcement Learning using Augmented Random Search

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My final walker for BipedalWalker-v2

My final walker for BipedalWalker-v2

This is one iteration of the walker I trained that solved the task(100 consecutive 300+). The writeup, code and checkpoint file can ...

RL Agent (opeani gym BipedalWalker-v2) by genetic algorithm

RL Agent (opeani gym BipedalWalker-v2) by genetic algorithm

Read more details and related context about RL Agent (opeani gym BipedalWalker-v2) by genetic algorithm.