Unity ML-Agents - Watch this first! (Is this framework for you?)

  Рет қаралды 22,285

Sebastian Schuchmann

Sebastian Schuchmann

Күн бұрын

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@JadenWilliamsLIVE
@JadenWilliamsLIVE 6 ай бұрын
Very insightful. 👍
@keyhaven8151
@keyhaven8151 6 ай бұрын
I have always had a question about mlagents: they randomly select actions at the beginning of training. Can we incorporate human intervention into the training process of mlagents to make them train faster? Is there a corresponding method in mlagents? Looking forward to your answer.
@neuro_corgi
@neuro_corgi 2 жыл бұрын
Actually, ML-Agents can be used for imitation learning, and imitation learning is a supervised learning
@TylerGreen
@TylerGreen 4 жыл бұрын
Really nice stuff! I plan on using ML for a future vid (probably in 2 vids) and have been watching your vids. They're super helpful!
@ProjectWander
@ProjectWander 4 жыл бұрын
This is amazing. I just starting building some trees in behavior designer, but without a TON of code its always going to look super robotic and end up doing the same predictable stuff every time. This looks like quite the solution.
@Rizzmaster9001
@Rizzmaster9001 6 ай бұрын
how did it work out for you?
@ProjectWander
@ProjectWander 5 ай бұрын
@@Rizzmaster9001 I ended the project, but it could have worked. It takes a LOT of training
@choco2482
@choco2482 2 жыл бұрын
is it possible to export my ML model into other languages?
@lucutes2936
@lucutes2936 3 ай бұрын
any alternatives?
@anonymosranger4759
@anonymosranger4759 4 жыл бұрын
Turns out he is a PyTorch Guy, Where is the Tensorflow Squad? (I am Tensorflow!)
@juleswombat5309
@juleswombat5309 3 жыл бұрын
But doesn't ML Agents use Tensorflow anyway, I presume all the use of Tensorboard, inferred a Tensorflow backend. But the stack is pretty much hidden by the ML Agents hyperparamters and config files anyway. As a novice in Deep ML, I started with Keras, and hence now Tensorflow 2.0. But I am seeing a lot of the new Deep RL algorithms examples being developed and explained through PyTorch based networks, with easier control over which sub networks are frozen. I perceive that Academia has some preference for PyTorch.
@lucutes2936
@lucutes2936 Ай бұрын
Well you reached 10k subs
@munyunu
@munyunu 2 жыл бұрын
Thank you so much.. wow!
@timothytyree5211
@timothytyree5211 2 жыл бұрын
Don't do it! Use numpy+matplotlib instead!
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