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Michael Janner's Projects

bullet3 icon bullet3

Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc.

d4rl icon d4rl

A benchmark for offline reinforcement learning.

ddpo icon ddpo

Code for the paper "Training Diffusion Models with Reinforcement Learning"

diffuser icon diffuser

Code for the paper "Planning with Diffusion for Flexible Behavior Synthesis"

diffusers icon diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

gamma-models icon gamma-models

Code for the paper "Gamma-Models: Generative Temporal Difference Learning for Infinite-Horizon Prediction"

gumbel_softmax_vae icon gumbel_softmax_vae

PyTorch implementation of a Variational Autoencoder with Gumbel-Softmax Distribution

mbpo icon mbpo

Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"

mujoco-py icon mujoco-py

MuJoCo is a physics engine for detailed, efficient rigid body simulations with contacts. mujoco-py allows using MuJoCo from Python 3.

ray icon ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads.

rlkit icon rlkit

Collection of reinforcement learning algorithms

simplesac icon simplesac

A simple and easy to use implementation of the soft actor-critic algorithm.

spatial-reasoning icon spatial-reasoning

Code for the paper "Representation Learning for Grounded Spatial Reasoning"

viskit icon viskit

rllab's viskit with some added features

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