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Pranjal Tandon pranz24

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pranz24 / Solving_LunarLander(CMA-ES).py

Last active November 18, 2022 02:45

Solving LunarLander-v2 using CMA-ES in Pybrain

	# A small neural network is trained using Covariance Matrix Adaptation Evolution Strategies
	# The idea is from this paper: https://arxiv.org/abs/1604.00772
	# This gist is using pybrain (http://pybrain.org/)


	import logging
	import os
	import numpy as np

	import gym

pranz24 / Solving_Acrobot-v1(actor-critic).py

Last active May 3, 2018 06:31

Solving_Acrobot-v1 using simple actor-critic

	"""
	small neural network trained using actor-critic in Pytorch
	References:
	David Silver's Lecture 7-Policy Gradient Methods: https://www.youtube.com/watch?v=KHZVXao4qXs&t=46s
	Actor-critic example in Pytorch: https://github.com/pytorch/examples/blob/master/reinforcement_learning/actor_critic.py
	I think a higher score can be achieved by running the algorithm for more number of episodes(>80000)
	"""
	import argparse
	import gym
	import numpy as np

pranz24 / install_moz_dev.sh

Last active October 1, 2023 17:28

Horrible bash script for downloading and installing latest version of Firefox Developer Edition on Ubuntu/Debian