update REDME

shubhamjha97 · Nov 10, 2018 · d99af38 · d99af38
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diff --git a/README.md b/README.md
@@ -1,4 +1,4 @@
-# A simple Reinforcement Learning library
+# RLkit: A simple Reinforcement Learning library
 
 This project is still a work in progress. More algorithms and detailed documentation coming soon :)
 
@@ -7,6 +7,8 @@ Currently supported agents-
 1. Random agent
 2. REINFORCE (Policy Gradients)
 3. DQN
+4. DQN with baseline
+5. Actor-Critic
 
 See examples for details on how to use the library.
 
@@ -15,4 +17,16 @@ Requirements-
 tensorflow==1.11.0
 gym==0.10.8
 numpy==1.15.4
-```
+```
+
+## New in v0.2
+- Added DQN and DQN with baseline agents
+- Added ActorCritic agent
+- Added support for various activation functions
+
+
+## Upcoming
+- Duelling DQN
+- Support for logging and plotting
+- Support for adding seeds
+- Support for custom environments
diff --git a/setup.py b/setup.py
@@ -1,7 +1,7 @@
 from setuptools import setup, find_packages
 
 setup(name='RLkit',
-      version='0.1',
+      version='0.2',
       description='A simple RL library.',
       url='http://github.com/shubhamjha97/RLkit',
       author='Shubham Jha',