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agentkit

An intuitive LLM prompting framework for multifunctional agents, by explicitly constructing a complex "thought process" from simple natural language prompts.

codail

Implementation of CoDAIL in the ICLR 2021 paper <Multi-Agent Interactions Modeling with Correlated Policies>

craftax

(Crafter + NetHack) in JAX

cs250-homework-problems-in-latex

cs403homework

e.t.

Episodic Transformer (E.T.) is a novel attention-based architecture for vision-and-language navigation. E.T. is based on a multimodal transformer that encodes language inputs and the full episode history of visual observations and actions.

efficientzero

Open-source codebase for EfficientZero, from "Mastering Atari Games with Limited Data" at NeurIPS 2021.

emergent-multiagent-strategies

Emergence of complex strategies through multiagent competition

envpool-1

C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.

irl-maxent

Maximum Entropy and Maximum Causal Entropy Inverse Reinforcement Learning Implementation in Python

neuralnetsfromscratch

nsf

Code for Neural Spline Flows paper

oc_atari

Object Centric Atari games

pyro

Deep universal probabilistic programming with Python and PyTorch

ray

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

rl-concepts

robot

stoix

🏛️A research-friendly codebase for fast experimentation of single-agent reinforcement learning in JAX • End-to-End JAX RL