hongshaorou/Tianshou
1
0
Fork 0
Code Issues Pull Requests Packages Projects Releases Wiki Activity

update iqn results and reward plots (#377)

Browse Source
This commit is contained in:
Yi Su 2021-06-09 18:05:25 -07:00 committed by GitHub
parent f3169b4c1f
commit 21b2b22cd7
No known key found for this signature in database
GPG Key ID: 4AEE18F83AFDEB23
8 changed files with 7 additions and 7 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

14
examples/atari/README.md
View File

@ -60,13 +60,13 @@ One epoch here is equal to 100,000 env step, 100 epochs stand for 10M.
| task | best reward | reward curve | parameters |
| --------------------------- | ----------- | ------------------------------------- | ------------------------------------------------------------ |
| PongNoFrameskip-v4 | 20.9 | ![](results/iqn/Pong_rew.png) | `python3 atari_iqn.py --task "PongNoFrameskip-v4" --batch-size 64` |
| BreakoutNoFrameskip-v4 | 578.3 | ![](results/iqn/Breakout_rew.png) | `python3 atari_iqn.py --task "BreakoutNoFrameskip-v4" --n-step 1` |
| EnduroNoFrameskip-v4 | 1507 | ![](results/iqn/Enduro_rew.png) | `python3 atari_iqn.py --task "EnduroNoFrameskip-v4"` |
| QbertNoFrameskip-v4 | 15520 | ![](results/iqn/Qbert_rew.png) | `python3 atari_iqn.py --task "QbertNoFrameskip-v4"` |
| MsPacmanNoFrameskip-v4 | 2911 | ![](results/iqn/MsPacman_rew.png) | `python3 atari_iqn.py --task "MsPacmanNoFrameskip-v4"` |
| SeaquestNoFrameskip-v4 | 6236 | ![](results/iqn/Seaquest_rew.png) | `python3 atari_iqn.py --task "SeaquestNoFrameskip-v4"` |
| SpaceInvadersNoFrameskip-v4 | 1370 | ![](results/iqn/SpaceInvader_rew.png) | `python3 atari_iqn.py --task "SpaceInvadersNoFrameskip-v4"` |
| PongNoFrameskip-v4 | 20.3 | ![](results/iqn/Pong_rew.png) | `python3 atari_iqn.py --task "PongNoFrameskip-v4" --batch-size 64` |
| BreakoutNoFrameskip-v4 | 496.7 | ![](results/iqn/Breakout_rew.png) | `python3 atari_iqn.py --task "BreakoutNoFrameskip-v4" --n-step 1` |
| EnduroNoFrameskip-v4 | 1545 | ![](results/iqn/Enduro_rew.png) | `python3 atari_iqn.py --task "EnduroNoFrameskip-v4"` |
| QbertNoFrameskip-v4 | 15342.5 | ![](results/iqn/Qbert_rew.png) | `python3 atari_iqn.py --task "QbertNoFrameskip-v4"` |
| MsPacmanNoFrameskip-v4 | 2915 | ![](results/iqn/MsPacman_rew.png) | `python3 atari_iqn.py --task "MsPacmanNoFrameskip-v4"` |
| SeaquestNoFrameskip-v4 | 4874 | ![](results/iqn/Seaquest_rew.png) | `python3 atari_iqn.py --task "SeaquestNoFrameskip-v4"` |
| SpaceInvadersNoFrameskip-v4 | 1498.5 | ![](results/iqn/SpaceInvaders_rew.png) | `python3 atari_iqn.py --task "SpaceInvadersNoFrameskip-v4"` |
# BCQ

BIN
examples/atari/results/iqn/Breakout_rew.png
View File

Binary file not shown.
Side by Side Swipe Overlay

Before

Width:  |  Height:  |  Size: 226 KiB

After

Width:  |  Height:  |  Size: 253 KiB

BIN
examples/atari/results/iqn/Enduro_rew.png
View File

Binary file not shown.
Side by Side Swipe Overlay

Before

Width:  |  Height:  |  Size: 243 KiB

After

Width:  |  Height:  |  Size: 247 KiB

BIN
examples/atari/results/iqn/MsPacman_rew.png
View File

Binary file not shown.
Side by Side Swipe Overlay

Before

Width:  |  Height:  |  Size: 209 KiB

After

Width:  |  Height:  |  Size: 211 KiB

BIN
examples/atari/results/iqn/Pong_rew.png
View File

Binary file not shown.
Side by Side Swipe Overlay

Before

Width:  |  Height:  |  Size: 119 KiB

After

Width:  |  Height:  |  Size: 134 KiB

BIN
examples/atari/results/iqn/Qbert_rew.png
View File

Binary file not shown.
Side by Side Swipe Overlay

Before

Width:  |  Height:  |  Size: 214 KiB

After

Width:  |  Height:  |  Size: 211 KiB

BIN
examples/atari/results/iqn/Seaquest_rew.png
View File

Binary file not shown.
Side by Side Swipe Overlay

Before

Width:  |  Height:  |  Size: 236 KiB

After

Width:  |  Height:  |  Size: 229 KiB

BIN
examples/atari/results/iqn/SpaceInvaders_rew.png
View File

Binary file not shown.
Side by Side Swipe Overlay

Before

Width:  |  Height:  |  Size: 222 KiB

After

Width:  |  Height:  |  Size: 216 KiB