Flood Sung floodsung

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Wonderful!

Focus on AGI, Deep Reinforcement Learning, Meta Learning, Robot Learning, Physics-based Animation

floodsung / DDPG

Last active September 1, 2016 13:29

The code is https://github.com/songrotek/DDPG

floodsung / dqn_mountaincar.py

Created June 27, 2016 11:16

DQN for MountainCar

	# -------------------------------
	# DQN for CartPole in OpenAI Gym
	# Author: Flood Sung
	# Date: 2016.6.27
	# All rights reserved
	# -------------------------------

	import gym
	import tensorflow as tf
	import numpy as np

floodsung / dqn.py

Last active June 14, 2024 14:09

DQN

	# -------------------------------
	# DQN for CartPole in OpenAI Gym
	# Author: Flood Sung
	# Date: 2016.6.27
	# All rights reserved
	# -------------------------------

	import gym
	import tensorflow as tf
	import numpy as np

floodsung / CEM.py

Created June 2, 2016 08:02

This solution is mainly from John Schulman's Deep Reinforcement Learning Lab script in Machine Learning Summer School 2016

	import numpy as np
	import gym
	from gym.spaces import Discrete,Box

	# -------------------------------------------
	# Policies
	# -------------------------------------------

	class DeterministicDiscreteActionLinearPolicy(object):