From c798be7bfb854e07d85187196969e7f3fe3a8b1a Mon Sep 17 00:00:00 2001 From: Itai Caspi Date: Thu, 9 Nov 2017 08:54:20 +0200 Subject: [PATCH] added training curves for some of the presets --- benchmarks/README.md | 164 ++++++++++++++++++ benchmarks/img/Ant_A3C_16_workers.png | Bin 0 -> 75256 bytes benchmarks/img/Breakout_A3C_16_workers.png | Bin 0 -> 51989 bytes benchmarks/img/CartPole_PG.png | Bin 0 -> 41568 bytes benchmarks/img/Doom_Basic_DQN.png | Bin 0 -> 64588 bytes benchmarks/img/Doom_Basic_Dueling_DDQN.png | Bin 0 -> 62522 bytes benchmarks/img/Doom_Basic_NEC.png | Bin 0 -> 67338 bytes benchmarks/img/Doom_Health_DFP.png | Bin 0 -> 55543 bytes benchmarks/img/Doom_Health_MMC.png | Bin 0 -> 59661 bytes benchmarks/img/Hopper_A3C_16_workers.png | Bin 0 -> 67094 bytes .../img/Hopper_ClippedPPO_16_workers.png | Bin 0 -> 44859 bytes .../img/Humanoid_ClippedPPO_16_workers.png | Bin 0 -> 65647 bytes ...InvertedPendulum_ClippedPPO_16_workers.png | Bin 0 -> 44514 bytes benchmarks/img/InvertedPendulum_NAF.png | Bin 0 -> 60233 bytes .../img/Inverted_Pendulum_A3C_16_workers.png | Bin 0 -> 45193 bytes benchmarks/img/Pendulum_DDPG.png | Bin 0 -> 62910 bytes benchmarks/img/Pendulum_NAF.png | Bin 0 -> 52912 bytes benchmarks/img/Pong_DQN.png | Bin 0 -> 65007 bytes 18 files changed, 164 insertions(+) create mode 100644 benchmarks/README.md create mode 100644 benchmarks/img/Ant_A3C_16_workers.png create mode 100644 benchmarks/img/Breakout_A3C_16_workers.png create mode 100644 benchmarks/img/CartPole_PG.png create mode 100644 benchmarks/img/Doom_Basic_DQN.png create mode 100644 benchmarks/img/Doom_Basic_Dueling_DDQN.png create mode 100644 benchmarks/img/Doom_Basic_NEC.png create mode 100644 benchmarks/img/Doom_Health_DFP.png create mode 100644 benchmarks/img/Doom_Health_MMC.png create mode 100644 benchmarks/img/Hopper_A3C_16_workers.png create mode 100644 benchmarks/img/Hopper_ClippedPPO_16_workers.png create mode 100644 benchmarks/img/Humanoid_ClippedPPO_16_workers.png create mode 100644 benchmarks/img/InvertedPendulum_ClippedPPO_16_workers.png create mode 100644 benchmarks/img/InvertedPendulum_NAF.png create mode 100644 benchmarks/img/Inverted_Pendulum_A3C_16_workers.png create mode 100644 benchmarks/img/Pendulum_DDPG.png create mode 100644 benchmarks/img/Pendulum_NAF.png create mode 100644 benchmarks/img/Pong_DQN.png diff --git a/benchmarks/README.md b/benchmarks/README.md new file mode 100644 index 0000000..031cb4c --- /dev/null +++ b/benchmarks/README.md @@ -0,0 +1,164 @@ +# Coach Benchmarks + +The following figures are training curves of some of the presets available through Coach. +The X axis in all the figures is the total steps (for multi-threaded runs, this is the accumulated number of steps over all the workers). +The Y axis in all the figures is the average episode reward with an averaging window of 11 episodes. +These are the result you can expect to get when running the pre-defined presets in Coach. + + +## A3C + +### Breakout_A3C with 16 workers + +```bash +python3 coach.py -p Breakout_A3C -n 16 -r +``` + +Breakout_A3C_16_workers + +### InvertedPendulum_A3C with 16 workers + +```bash +python3 coach.py -p InvertedPendulum_A3C -n 16 -r +``` + +Inverted_Pendulum_A3C_16_workers + +### Hopper_A3C with 16 workers + +```bash +python3 coach.py -p Hopper_A3C -n 16 -r +``` + +Hopper_A3C_16_workers + +### Ant_A3C with 16 workers + +```bash +python3 coach.py -p Ant_A3C -n 16 -r +``` + +Ant_A3C_16_workers + +## Clipped PPO + +### InvertedPendulum_ClippedPPO with 16 workers + +```bash +python3 coach.py -p InvertedPendulum_ClippedPPO -n 16 -r +``` + +InvertedPendulum_ClippedPPO_16_workers + +### Hopper_ClippedPPO with 16 workers + +```bash +python3 coach.py -p Hopper_ClippedPPO -n 16 -r +``` + +Hopper_Clipped_PPO_16_workers + +### Humanoid_ClippedPPO with 16 workers + +```bash +python3 coach.py -p Humanoid_ClippedPPO -n 16 -r +``` + +Humanoid_ClippedPPO_16_workers + +## DQN + +### Pong_DQN + +```bash +python3 coach.py -p Pong_DQN -r +``` + +Pong_DQN + +### Doom_Basic_DQN + +```bash +python3 coach.py -p Doom_Basic_DQN -r +``` + +Doom_Basic_DQN + +## Dueling DDQN + +### Doom_Basic_Dueling_DDQN + +```bash +python3 coach.py -p Doom_Basic_Dueling_DDQN -r +``` + +Doom_Basic_Dueling_DDQN + +## DFP + +### Doom_Health_DFP + +```bash +python3 coach.py -p Doom_Health_DFP -r +``` + +Doom_Health_DFP + +## MMC + +### Doom_Health_MMC + +```bash +python3 coach.py -p Doom_Health_MMC -r +``` + +Doom_Health_MMC + +## NEC + +## Doom_Basic_NEC + +```bash +python3 coach.py -p Doom_Basic_NEC -r +``` + +Doom_Basic_NEC + +## PG + +### CartPole_PG + +```bash +python3 coach.py -p CartPole_PG -r +``` + +CartPole_PG + +## DDPG + +### Pendulum_DDPG + +```bash +python3 coach.py -p Pendulum_DDPG -r +``` + +Pendulum_DDPG + + +## NAF + +### InvertedPendulum_NAF + +```bash +python3 coach.py -p InvertedPendulum_NAF -r +``` + +InvertedPendulum_NAF + +### Pendulum_NAF + +```bash +python3 coach.py -p Pendulum_NAF -r +``` + +Pendulum_NAF diff --git a/benchmarks/img/Ant_A3C_16_workers.png b/benchmarks/img/Ant_A3C_16_workers.png new file mode 100644 index 0000000000000000000000000000000000000000..d677ab024e14d1f76d81d68bee2a3ae6bce28ebe GIT binary patch literal 75256 zcmeFZWmJ^!+BbX+Lku7=B1j1g3P=e`3KByo1Bf7!64H&-APoajA~AGHjG}akbSTo& zpma$}OE>R@{`b50z3*qO=kvSP`@zM!##!fibo`Fvnpdiil73Da5r}$BQ!0O zap2M|(E@^Bm6QWqw@|Cpz2%E<)CzDNHf5(2cT|alh@3a50eE11h#Ej zXpfkMQ2-?d9|8H#Kh|-d-y|g^Ihu587ifKHXZauh`RA**TL5GRAr@c-h>>{z{?nU? z4u)@G0XC zF@U7MBE*aT?<4+U1b{F7w`>4nL3Rj$GI`q)_`gm906fP3RszDWg%tp-9u8K*|4YgM zcx?vse~Ik>7ydsYQNU|sKAT}qc3Jsh^x}WXI>U%q&vn9O;q|i>NnO5{Rkl1aJ! z)bp!+26|)RvrQ8TpPhRoh!~g81cy9=dvQ;j?@`?hCMRnKA7lP`jQoyEN}>~RT_2Ym z35$$ODJd!Gm?Hpk9>(5%Y)u*BJ*~zd)gs_Vj0`4}BC=zKptIKm?jHP>{rf1LPksl} z>$@@vAY2r#E;3f)8#7n>QP4tBkMMeNb00EYp#J2ao_9nu+(vU$aav7aj9p-WKRo{j zr@JCF0z94mUQ2Wkeuk`7r)-Kmgwc9?_5Ga}ORDtSy$g?G3Zd7%8J&p~S6gz$N{BsF~o|6a$LZ$~2N^Vn12PM$)0!$l;#mp9rCHe^ 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