open_spiel
zsh-autosuggestions
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open_spiel | zsh-autosuggestions | |
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44 | 134 | |
3,999 | 29,589 | |
1.5% | 1.8% | |
9.5 | 3.0 | |
5 days ago | 5 months ago | |
C++ | Shell | |
Apache License 2.0 | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
open_spiel
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What projects or open-source contributions can impress Jane Street recruiters for a Quant SWE role ?
Deep mind actually has a repository where they applied this algorithm for incomplete-knowledge games. You could use it for reference: https://github.com/deepmind/open_spiel/tree/master/open_spiel/python/algorithms
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I want to build a learning agent for a combinatorial game
+1. You can also find an implementation of Clobber and AlphaZero (and many other basic RL algorithms) in OpenSpiel: https://github.com/deepmind/open_spiel
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minimax for imperfect-information turn-games?
You can find a lot of code online if you look, and many of these applied to Poker. There's a general implementation of both in Python and C++ in OpenSpiel, with some examples applied to small poker games. It's nice code to learn from because the algorithms operate over generic game descriptions, so there aren't game-specific design choices mixed up with the implementation of the algorithms, and you can create your own poker game and just run them on it.
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OpenSpiel 1.3 Released!
And many other additions and improvements. See all the details here: https://github.com/deepmind/open_spiel/releases/tag/v1.3
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What's a good OpenAI Gym Environment for applying centralized multi-agent learning using expected SARSA with tile coding?
I would checkout the openspiel package. It's main focus is RL in games (multi-agent environments). You'll find RL examples there and games that are small enough to solve without deep RL. There's also a wide range of environments from fully cooperative to adversarial zero-sum.
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Competitive reinforcement learning for turn-based games
Hi, you can check out OpenSpiel: https://github.com/deepmind/open_spiel/
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Reinforcement learning and Game Theory a turn-based game
as for algorithms , openspiel repository has few implementations some of these are not related to imperfect information games , and others are not for multiagent environment and others are tabular algorithms .
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Shimmy 1.0: Gymnasium & PettingZoo bindings for popular external RL environments
This includes single-agent Gymnasium wrappers for DM Control, DM Lab, Behavior Suite, Arcade Learning Environment, OpenAI Gym V21 & V26. Multi-agent PettingZoo wrappers support DM Control Soccer, OpenSpiel and Melting Pot. For more information, read the release notes here:
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How to deal with situations where the RL agent cannot act at every time step?
I've had some success using Action Masking - you can refer to here https://github.com/deepmind/open_spiel/blob/120420a74a69354d64c10b51cd129d4587f9f325/open_spiel/python/algorithms/dqn.py but for DQN you need to mask out q values for invalid actions (as well as masking them during prediction). In my case I'm able to place my mask in the observation so can fetch it quite easily during prediction but if that's not possible you could query it from the environment and store it in the replay buffer (like they do in the link I shared)
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How to search the game tree with depth-first search?
Take a look at this simple implementation: https://github.com/deepmind/open_spiel/blob/master/open_spiel/algorithms/minimax.cc
zsh-autosuggestions
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Setting up a MacBook for development in 2024
brew install fzf # for fuzzy find files, commands, etc brew install starship $(brew --prefix)/opt/fzf/install git clone https://github.com/zsh-users/zsh-syntax-highlighting.git ${ZSH_CUSTOM:-~/.oh-my-zsh/custom}/plugins/zsh-syntax-highlighting # syntax highlight for zsh git clone https://github.com/zsh-users/zsh-autosuggestions ${ZSH_CUSTOM:-~/.oh-my-zsh/custom}/plugins/zsh-autosuggestions # smart autosuggestions for zsh echo 'eval "$(starship init zsh)"' >> ~/.zshrc
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Fish shell 3.7.0: last release branch before the full Rust rewrite
The big thing for me was the intuitive auto-completion which I hadn't seen anywhere else at the time, but this is now also available in zsh via this plugin:
https://github.com/zsh-users/zsh-autosuggestions
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Essential Terminal Settings for macOS
The zsh-autosuggestions plugin suggests commands that you've previously used in your command history. To accept a suggestion, simply press the right arrow key.
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Arch Installation for Beginners
$ git clone https://github.com/zsh-users/zsh-syntax-highlighting.git ${ZSH_CUSTOM:-~/.oh-my-zsh/custom}/plugins/zsh-syntax-highlighting $ git clone https://github.com/zsh-users/zsh-autosuggestions ${ZSH_CUSTOM:-~/.oh-my-zsh/custom}/plugins/zsh-autosuggestions
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fish-shell: the user-friendly command-line shell
Am i the only one who feels fish is not worth it despite of hype? Don't get me wrong. I think that fish is really good shell.
BUT...
After adding the following plugins to zsh(before you chime in, it's just adding these lines,not anything configuring much. also it auto bootstraps on new install), I found out that fish is no where near configured zsh.
1) https://github.com/zdharma-continuum/zinit (plugin manager)
2) https://github.com/zdharma-continuum/fast-syntax-highlightin...
3) https://github.com/zdharma-continuum/history-search-multi-wo...
4) https://github.com/zsh-users/zsh-autosuggestions
5) https://github.com/zsh-users/zsh-completions
6) https://github.com/Aloxaf/fzf-tab
7) any good shell prompt generator like https://github.com/romkatv/powerlevel10k
For example, I use fzf integration for tab completion. Fish's fzf integration is nowhere as good as that of zsh's. Also, posix compat and almost bash compat of zsh is plus.
I acknowledge that zsh isn't perfect shell either and I have tried and failed few times in past to switch to fish. If you provide me compelling reason/s to switch to fish, I am all ears.
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Something like zsh-autosuggestions for eshell?
I'm currently using vterm + zsh + zsh-autosuggestions for most of my terminal stuff.
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[Question] What are the best plugins for zsh ?
Two by far the most popular plugins are zsh-syntax-highlighting and zsh-autosuggestions. They are of high quality and quite useful.
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Configuração do Windows para desenvolvimento
echo "Installing zsh-autosuggestions" git clone https://github.com/zsh-users/zsh-autosuggestions ${ZSH_CUSTOM:-~/.oh-my-zsh/custom}/plugins/zsh-autosuggestions echo "Installing zsh-syntax-highlighting" git clone https://github.com/zsh-users/zsh-syntax-highlighting ${ZSH_CUSTOM:-~/.oh-my-zsh/custom}/plugins/zsh-syntax-highlighting echo "Installing asdf" git clone https://github.com/asdf-vm/asdf.git ~/.asdf
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5 CLI Tools that are changing the landscape of developer productivity
I prefer zsh autosuggestions over the fuck. https://github.com/zsh-users/zsh-autosuggestions
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Command completion
Then install this plugin: https://github.com/zsh-users/zsh-autosuggestions/blob/master/INSTALL.md
What are some alternatives?
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oh-my-posh - The most customisable and low-latency cross platform/shell prompt renderer
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starship - ☄🌌️ The minimal, blazing-fast, and infinitely customizable prompt for any shell!
rlcard - Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.
oh-my-bash - A delightful community-driven framework for managing your bash configuration, and an auto-update tool so that makes it easy to keep up with the latest updates from the community.
gym-battleship - Battleship environment for reinforcement learning tasks
fzf - :cherry_blossom: A command-line fuzzy finder
TexasHoldemSolverJava - A Java implemented Texas holdem and short deck Solver
zsh-yarn-completions - Yarn completions for Z-shell that supports yarn workspaces