From ea36cacdd4a25d8001d34eff2b738987007ca192 Mon Sep 17 00:00:00 2001 From: Zhang Chuheng Date: Wed, 5 Sep 2018 18:53:48 +0800 Subject: [PATCH] move to new location / add readme --- README.md | 20 ++++++++++++++++++++ a2c.py => code/a2c.py | 0 ppo.py => code/ppo.py | 0 TRPO.py => code/trpo.py | 0 docs/ppo_experiments.png | Bin 0 -> 573296 bytes 5 files changed, 20 insertions(+) create mode 100644 README.md rename a2c.py => code/a2c.py (100%) rename ppo.py => code/ppo.py (100%) rename TRPO.py => code/trpo.py (100%) create mode 100644 docs/ppo_experiments.png diff --git a/README.md b/README.md new file mode 100644 index 0000000..5766621 --- /dev/null +++ b/README.md @@ -0,0 +1,20 @@ +# Reinforcement-Implementation + +This project aims to reproduce the results of several model-free RL algorithms in continuous action domain (mujuco environment). + +This projects +* uses pytorch package +* implements every algorithm independently in one file +* is written in simplest style +* tries to follow the original paper and reproduce their results + +My first stage of work is to reproduce this figure in the PPO paper. + +![](docs/ppo_experiments.png) + +- [x] A2C +- [ ] ACER (A2C + Trust Region) +- [ ] CEM +- [x] TRPO (TRPO single path) +- [x] PPO (PPO clip) +- [ ] Vanilla PG, Adaptive \ No newline at end of file diff --git a/a2c.py b/code/a2c.py similarity index 100% rename from a2c.py rename to code/a2c.py diff --git a/ppo.py b/code/ppo.py similarity index 100% rename from ppo.py rename to code/ppo.py diff --git a/TRPO.py b/code/trpo.py similarity index 100% rename from TRPO.py rename to code/trpo.py diff --git a/docs/ppo_experiments.png b/docs/ppo_experiments.png new file mode 100644 index 0000000000000000000000000000000000000000..9230ba99732000df1f7ffb6830c91a988d44709e GIT binary patch literal 573296 zcmeFYXH=7Iw=PQWy(1+E(vd05J038YUoH&Lhl5T z7C;F71mAV`SZAMgzVZG%KlT`RGBU!=lljbh&iTx8UGYW+nv`U>$Z&9QD7CfJOmJ|B 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