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amandlek's Projects

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bcq icon bcq

PyTorch implementation of BCQ for "Off-Policy Deep Reinforcement Learning without Exploration"

bear icon bear

Code for Stabilizing Off-Policy RL via Bootstrapping Error Reduction

d4rl icon d4rl

A benchmark for offline reinforcement learning.

igibson icon igibson

A Simulation Environment to train Robots in Large Realistic Interactive Scenes

keras icon keras

Theano-based Deep Learning library (convnets, recurrent neural networks, and more).

orbit icon orbit

Unified framework for robot learning built on NVIDIA Isaac Sim

pytorch-a2c-ppo-acktr-gail icon pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

rlkit icon rlkit

Collection of reinforcement learning algorithms

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