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tanzhenyu d1a05a0dd2 Baselines for Tensorflow 2.0. (#978 )

* Baselines for Tensorflow 2.0.

Please do note that:
1. ACER, ACKTR, GAIL is still under development by external
contributors.
2. HER is still under development by tanzheny@google.com.

* Some cleanup.

* Addressing some comments.

2019-08-08 11:03:17 -07:00

__init__.py

Xsong lqr ddpg (#125 )

2018-10-03 14:38:32 -07:00

ddpg_learner.py

Baselines for Tensorflow 2.0. (#978 )

2019-08-08 11:03:17 -07:00

ddpg.py

Baselines for Tensorflow 2.0. (#978 )

2019-08-08 11:03:17 -07:00

memory.py

sync internal changes. Make ddpg work with vecenvs (#654 )

2018-10-16 16:26:46 -07:00

models.py

Baselines for Tensorflow 2.0. (#978 )

2019-08-08 11:03:17 -07:00

noise.py

Xsong lqr ddpg (#125 )

2018-10-03 14:38:32 -07:00

README.md

revise the readme of ddpg (#653 )

2018-10-16 16:22:06 -07:00

README.md

DDPG

Original paper: https://arxiv.org/abs/1509.02971
Baselines post: https://blog.openai.com/better-exploration-with-parameter-noise/
python -m baselines.run --alg=ddpg --env=HalfCheetah-v2 --num_timesteps=1e6 runs the algorithm for 1M frames = 10M timesteps on a Mujoco environment. See help (-h) for more options.