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---
tags:
- ALE/KungFuMaster-v5
- A3C
- ICM
- reinforcement-learning
- atari
- ALE/KungFuMaster-v5
- KungFuMaster-v5
model-index:
- name: A3C-ICM-KungFuMaster-v5
results:
- task:
type: reinforcement-learning
name: reinforcement-learning
dataset:
name: ALE/KungFuMaster-v5
type: ALE/KungFuMaster-v5
metrics:
- type: mean_reward
value: 5750.00 +/- 1608.88
name: mean_reward
verified: false
---
# **A3C with ICM** Agent playing **ALE/KungFuMaster-v5**
This is a trained model of a **A3C-ICM** agent playing **ALE/KungFuMaster-v5** .
To learn to use this model and train yours check this notebook on kaggle: https://www.kaggle.com/code/syedjarullahhisham/drl-extra-personal-adv-drl-a3c-icm-kungfu-master
# Hyperparameters
```
"envid": "ALE/KungFuMaster-v5",
"learningrate": 0.0002,
"tau": 1.0,
"num_local_step": 50,
"num_global_step": 380000,
"gamma": 0.99,
"lambda": 0.1,
"eta": 0.2,
"beta": 0.2,
"max_actions": 500
``` |