Tianshou

History

This is the PR for C51algorithm: https://arxiv.org/abs/1707.06887

1. add C51 policy in tianshou/policy/modelfree/c51.py.
2. add C51 net in tianshou/utils/net/discrete.py.
3. add C51 atari example in examples/atari/atari_c51.py.
4. add C51 statement in tianshou/policy/__init__.py.
5. add C51 test in test/discrete/test_c51.py.
6. add C51 atari results in examples/atari/results/c51/.

By running "python3 atari_c51.py --task "PongNoFrameskip-v4" --batch-size 64", get  best_result': '20.50 ± 0.50', in epoch 9.

By running "python3 atari_c51.py --task "BreakoutNoFrameskip-v4" --n-step 1 --epoch 40", get best_reward: 407.400000 ± 31.155096 in epoch 39.

2021-01-06 10:17:45 +08:00

_static

sac mujoco result (#246 )

2020-11-09 16:43:55 +08:00

api

code refactor for venv (#179 )

2020-08-19 15:00:24 +08:00

tutorials

specify the meaning of logits in documentation (#238 )

2020-10-08 23:16:15 +08:00

bibtex.json

Saving and loading replay buffer with HDF5 (#261 )