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Nikunj Gupta's Projects

rial-dial-pytorch icon rial-dial-pytorch

Learning to Communicate with Deep Multi-Agent Reinforcement Learning in PyTorch

rl-adventure-2 icon rl-adventure-2

PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay

rl-algorithms-pytorch icon rl-algorithms-pytorch

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

rl-baselines3-zoo icon rl-baselines3-zoo

A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

rl-ppo-keras icon rl-ppo-keras

Proximal Policy Optimization(PPO) with Keras Implementation

soft-actor-critic icon soft-actor-critic

Modified versions of the SAC algorithm from spinningup for discrete action spaces and image observations.

solo-learn icon solo-learn

solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning

tf2rl icon tf2rl

TensorFlow2 Reinforcement Learning

torch-ac icon torch-ac

Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO

train-clip icon train-clip

A PyTorch Lightning solution to training OpenAI's CLIP from scratch.

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