4.8 KiB
title
| title |
|---|
| CrazyClimber |
CrazyClimber
:width: 120px
:name: CrazyClimber
This environment is part of the Atari environments. Please read that page first for general information.
Description
You are a climber trying to reach the top of four buildings, while avoiding obstacles like closing windows and falling objects. When you receive damage (windows closing or objects) you will fall and lose one life; you have a total of 5 lives before the end games. At the top of each building, there's a helicopter which you need to catch to get to the next building. The goal is to climb as fast as possible while receiving the least amount of damage.
For a more detailed documentation, see the AtariAge page
Actions
CrazyClimber has the action space Discrete(9) with the table below lists the meaning of each action's meanings.
As CrazyClimber uses a reduced set of actions for v0, v4 and v5 versions of the environment.
To enable all 18 possible actions that can be performed on an Atari 2600, specify full_action_space=True during
initialization or by passing full_action_space=True to gymnasium.make.
| Value | Meaning |
|---|---|
0 |
NOOP |
1 |
UP |
2 |
RIGHT |
3 |
LEFT |
4 |
DOWN |
5 |
UPRIGHT |
6 |
UPLEFT |
7 |
DOWNRIGHT |
8 |
DOWNLEFT |
Observations
Atari environment have two possible observation types, the observation space is listed below. See variants section for the type of observation used by each environment id.
obs_type="rgb" -> observation_space=Box(0, 255, (210, 160, 3), np.uint8)obs_type="ram" -> observation_space=Box(0, 255, (128,), np.uint8)
Additionally, obs_type="grayscale" cause the environment return a grayscale version of the rgb array for observations with the observation space being Box(0, 255, (210, 160), np.uint8)
Rewards
A table of scores awarded for completing each row of a building is provided on the AtariAge page.
Variants
CrazyClimber has the following variants of the environment id which have the following differences in observation, the number of frame-skips and the repeat action probability.
| Env-id | obs_type= | frameskip= | repeat_action_probability= |
|---|---|---|---|
| CrazyClimber-v0 | "rgb" |
(2, 5) |
0.25 |
| CrazyClimber-ram-v0 | "ram" |
(2, 5) |
0.25 |
| CrazyClimber-ramDeterministic-v0 | "ram" |
4 |
0.25 |
| CrazyClimber-ramNoFrameskip-v0 | "ram" |
1 |
0.25 |
| CrazyClimberDeterministic-v0 | "rgb" |
4 |
0.25 |
| CrazyClimberNoFrameskip-v0 | "rgb" |
1 |
0.25 |
| CrazyClimber-v4 | "rgb" |
(2, 5) |
0.0 |
| CrazyClimber-ram-v4 | "ram" |
(2, 5) |
0.0 |
| CrazyClimber-ramDeterministic-v4 | "ram" |
4 |
0.0 |
| CrazyClimber-ramNoFrameskip-v4 | "ram" |
1 |
0.0 |
| CrazyClimberDeterministic-v4 | "rgb" |
4 |
0.0 |
| CrazyClimberNoFrameskip-v4 | "rgb" |
1 |
0.0 |
| ALE/CrazyClimber-v5 | "rgb" |
4 |
0.25 |
| ALE/CrazyClimber-ram-v5 | "ram" |
4 |
0.25 |
Difficulty and modes
It is possible to specify various flavors of the environment via the keyword arguments difficulty and mode.
A flavor is a combination of a game mode and a difficulty setting. The table below lists the possible difficulty and mode values
along with the default values.
| Available Modes | Default Mode | Available Difficulties | Default Difficulty |
|---|---|---|---|
[0, 1, 2, 3] |
0 |
[0, 1] |
0 |
Version History
A thorough discussion of the intricate differences between the versions and configurations can be found in the general article on Atari environments.
- v5: Stickiness was added back and stochastic frameskipping was removed. The environments are now in the "ALE" namespace.
- v4: Stickiness of actions was removed
- v0: Initial versions release