From 92486c2498e5fc97673c18ab649d4c50d2ad6ee0 Mon Sep 17 00:00:00 2001
From: pranz24 <pranjal.tandon@gmail.com>
Date: Mon, 16 Sep 2019 16:34:56 +0530
Subject: [PATCH] Edit README.md & main.py

---
 README.md | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/README.md b/README.md
index 8018513..cec3b37 100644
--- a/README.md
+++ b/README.md
@@ -58,7 +58,7 @@ optional arguments:
                         True)
   --gamma G             discount factor for reward (default: 0.99)
   --tau G               target smoothing coefficient(τ) (default: 0.005)
-  --lr G                learning rate (default: 3x10<sup>-4</sup>)
+  --lr G                learning rate (default: 3e-4)
   --alpha G             Temperature parameter α determines the relative
                         importance of the entropy term against the reward
                         (default: 0.2)
@@ -66,14 +66,14 @@ optional arguments:
                         Automaically adjust α (default: False)
   --seed N              random seed (default: 123456)
   --batch_size N        batch size (default: 256)
-  --num_steps N         maximum number of steps (default: 10<sup>6</sup>)
+  --num_steps N         maximum number of steps (default: 1e6)
   --hidden_size N       hidden size (default: 256)
   --updates_per_step N  model updates per simulator step (default: 1)
   --start_steps N       Steps sampling random actions (default: 10<sup>4</sup>)
   --target_update_interval N
                         Value target update per no. of updates per step
                         (default: 1)
-  --replay_size N       size of replay buffer (default: 10<sup>6</sup>)
+  --replay_size N       size of replay buffer (default: 1e6)
   --cuda                run on CUDA (default: False)
 ```