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1. mbppol mbppol Public

   This repository has code for the paper "Model-based Safe Deep Reinforcement Learning via a Constrained Proximal Policy Optimization Algorithm" accepted at NeurIPS 2022.

   Python 26 3

2. PPO_Lagrangian_PyTorch PPO_Lagrangian_PyTorch Public

   Implementation of PPO Lagrangian in PyTorch

   Python 35 10

3. Autonomous-Driving-via-RL Autonomous-Driving-via-RL Public

   Applying RL methods for autonomous driving in Carla simulator.

   Python 30 3

4. Neural-Architecture-Search-Project Neural-Architecture-Search-Project Public

   Attempt of Efficient Neural Architecture Search for searching DQN approximation neural network architecture

   Python 1 1

5. Coding_Reinforcement_Learning Coding_Reinforcement_Learning Public

   Implementation of basic RL steps and algorithms - Dynamic Programming approach, Monte-Carlo approach, DQN on Atari, Policy Gradient - Reinforce with baseline, Actor Critic (A2C)

   Jupyter Notebook 3 1

6. Linear-Algebra Linear-Algebra Public

   Linear Algebra Course Assignments at IISc, Bangalore

   Python 1