GitHub - rishavb123/GridWorld: A text-based grid world framework for reinforcement learning agents to play around in. In general, the goal for the agent is to solve the maze in as few steps as possible. This is done using plenty of reinforcement learning algorithms including policy iteration, value iteration, sarsa, monte carlo methods, and iterative policy evaluation.

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 12 Commits
__pycache__		__pycache__
grids		grids
legacy		legacy
.gitignore		.gitignore
actions.py		actions.py
constants.py		constants.py
grid.py		grid.py
iterative_policy_evaluation.py		iterative_policy_evaluation.py
monte_carlo.py		monte_carlo.py
policy_iteration.py		policy_iteration.py
project_info.json		project_info.json
rl.py		rl.py
sarsa.py		sarsa.py
template.py		template.py
test.py		test.py
util.py		util.py
value_iteration.py		value_iteration.py

About

A text-based grid world framework for reinforcement learning agents to play around in. In general, the goal for the agent is to solve the maze in as few steps as possible. This is done using plenty of reinforcement learning algorithms including policy iteration, value iteration, sarsa, monte carlo methods, and iterative policy evaluation.

bhagat-topic