omega VS LightZero

Compare omega vs LightZero and see what are their differences.

omega

A number of agents (PPO, MuZero) with a Perceiver-based NN architecture that can be trained to achieve goals in nethack/minihack environments. (by hr0nix)
Jax minihack model-based-reinforcement-learning model-based-rl muzero nethack reinforcement-learning flax rlax mcts
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LightZero

[NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios (by opendilab)
alpha-beta-pruning Alphazero atari board-games continuous-control gomoku monte-carlo-tree-search muzero Pytorch reinforcement-learning tictactoe efficientzero sampled-muzero mcts mcts-algorithm board-game Gym self-play stochastic-muzero gumbel-muzero
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omega LightZero
1 3
36 875
- 4.7%
0.0 8.8
over 1 year ago 8 days ago
Python Python
GNU General Public License v3.0 only Apache License 2.0
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omega

Posts with mentions or reviews of omega. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-09-07.

LightZero

Posts with mentions or reviews of LightZero. We have used some of these posts to build our list of alternatives and similar projects.

What are some alternatives?

When comparing omega and LightZero you can also consider the following projects:

mctx - Monte Carlo tree search in JAX

Stochastic-muzero - Pytorch Implementation of Stochastic MuZero for gym environment. This algorithm is capable of supporting a wide range of action and observation spaces, including both discrete and continuous variations.

nethack-web - NetHack for the web

Muzero - Pytorch Implementation of MuZero for gym environment. It support any Discrete , Box and Box2D configuration for the action space and observation space.

minihack - MiniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning Research

muzero-general - MuZero

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

JORLDY - Repository for Open Source Reinforcement Learning Framework JORLDY

alpha-zero-general - A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

omega vs mctx LightZero vs Stochastic-muzero omega vs nethack-web LightZero vs Muzero omega vs minihack LightZero vs muzero-general omega vs EfficientZero LightZero vs JORLDY LightZero vs alpha-zero-general