[NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios (awesome MCTS)
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Updated
Jul 16, 2024 - Python
[NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios (awesome MCTS)
Schokoban is a MCTS based solver for Sokoban.
Companion repository of the "Dancer in the Dark" paper.
The best FFXIV crafting solver via hardware accelerated Genetic MCTS.
A collection of combinatorial games.
MiniZero: An AlphaZero and MuZero Training Framework
AlphaZero based engine for the game of Go (圍棋/围棋).
Several agents that can play poker (using probability, monte carlo, etc.) and clustering to get the types of poker players.
[ICML'24 Oral] Rethinking Post-Hoc Search-Based Neural Approaches for Solving Large-Scale Traveling Salesman Problems
RLOP: A Framework for Reinforcement Learning, Optimization and Planning Algorithms
C++ version of my chess-deep-rl project. WIP
Research project: create a chess engine using Deep Reinforcement Learning
PGX - MCTX - JAX ConnectFour example converted to use a browser interface instead of a Jupyter notebook
Model-based AI approach for network and service coordination leveraging uncertain traffic forecasts
Chess simulation with use of evolutional algorithms
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