RLeXplore

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OffPolicyAlgorithm and obs dict

1

Is the OffPolicyAlgorithm now supported, as well as the observation space supported as dict?

hpugq

training performance of intrinsic module different from mlagents icm module

2

Hello, I used the example code provided: https://github.com/yuanmingqi/rl-exploration-baselines/blob/main/examples/ppo_re3_bullet.py to compute intrinsic rewards using ICM module. I found the results were different from what I have got from running mlagents icm...

mchivuku

Is this project suitable for our own environment?

3

We want to implement the exploration algorithm into our own developed rl algorithm and a new env with the continuous action. According to our understanding to your code, it seems...

yq60523

NGU - need to understand this line

2

https://github.com/yuanmingqi/rl-exploration-baselines/blob/35d9496affd7afae13873479e33845a90d3583fd/rlexplore/ngu/ngu.py#L54 Hi in this line we set the same variable twice - should it instead be `target_network`?

emrul

RIDE Code issues

3

I noticed that there is no part of training network in the ride code, only two random networks are directly encoded, which seems to be inconsistent with the original paper,...

yZ265519

NGU implementation

2

Hi, First of all thank you for providing these implementations to the community. I've a few questions about your NGU implementation. the original work uses two networks a randomly fixed...

TakieddineSOUALHI

Training in custom environments

1

Hi, thanks for the great repository. Is there functionality for testing on custom-user defined envs? If so, how do we do it?

priyankamandikal

Correct usage with SB3 / Callbacks?

1

Hi, this looks like a really interesting set of algorithms. I wanted to try some out using the SB3-zoo and was hoping for a plug-and-play approach. I wondered if I...

emrul

Save and load models

1

Hello there Can we save the trained model in this example? Then is it possible to test the model we trained for another environment? How are we going to do?...

lamare3423