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Recurrent discrete Soft Actor-Critic implementation for solving POMDPs

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Chulabhaya/recurrent-discrete-sac

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common
common
 
 
gridverse
gridverse
 
 
simple_pomdps
simple_pomdps
 
 
.gitignore
.gitignore
 
 
LICENSE
LICENSE
 
 
README.md
README.md
 
 
sac_continuous_action.py
sac_continuous_action.py
 
 
sac_continuous_action_recurrent.py
sac_continuous_action_recurrent.py
 
 
sac_discrete_action.py
sac_discrete_action.py
 
 
sac_discrete_action_recurrent.py
sac_discrete_action_recurrent.py
 
 
sac_discrete_obs_discrete_action.py
sac_discrete_obs_discrete_action.py
 
 
sac_discrete_obs_discrete_action_recurrent.py
sac_discrete_obs_discrete_action_recurrent.py
 
 
sac_gridverse_obs_discrete_action.py
sac_gridverse_obs_discrete_action.py
 
 
sac_gridverse_obs_discrete_action_gym.py
sac_gridverse_obs_discrete_action_gym.py
 
 
sac_gridverse_obs_discrete_action_recurrent.py
sac_gridverse_obs_discrete_action_recurrent.py
 
 
sac_minigrid_obs_discrete_action.py
sac_minigrid_obs_discrete_action.py
 
 

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Recurrent Discrete Soft Actor-Critic (SAC)

This repository contains work-in-progress code for research into offline reinforcement learning with POMDPs, currently utilizing SAC as the backbone algorithm.

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Recurrent discrete Soft Actor-Critic implementation for solving POMDPs

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