基于langchain设计的智能体任务，包含规划会话场景资源，构建子任务，任务执行器包含（MCTS）
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Nov 10, 2025 - Jupyter Notebook
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mcts-agents
Here are 21 public repositories matching this topic...
An Autonomous Agent for Slay the Spire. Achieved multiple A20H wins with both Ironclad and Defect.
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Sep 5, 2026 - Python
This is work-in-progress (WIP) refactored implementation of "Retreival-guided Reinforcement Learning for Boolean Circuit Minimization" work published in ICLR 2024.
reinforcement-learning deep-learning mcts logic-synthesis electronic-design-automation boolean-optimization electronic-design mcts-agents iclr2024 abc-rl retrieval-guided-rl boolean-circuit-minimization ml-for-logic-synthesis ml-for-chip-design
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May 10, 2024 - Verilog
An AI agent developed to play Ms. Pac-Man by adopting a strategy formed by MCTS and a FSM.
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Jul 17, 2021 - C#
MiniMax with Alpha-Beta pruning and Monte-Carlo Tree Search implementations for the board game Hex
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Jun 8, 2021 - Python
A Monte-Carlo Tree Search mathod that enables two agents interact and work together in the game of Pacman Capture the Flag.
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Sep 19, 2023 - Python
Adaptive Advanced Tree Search function designed for OpenWeb-UI
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Apr 26, 2025 - Python
Lightweight, extensible, and fair multi- DNN manager for heterogeneous embedded devices.
deep-neural-networks deep-learning scheduler python3 pytorch embedded-systems performance-prediction workload-automation edge-inference mcts-agents heterogeneous-architectures concurrent-execution throughput-estimation
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Jul 12, 2023 - Python
Every LLM invocation is wrapped with a Monte Carlo Tree Search (MCTS) pipeline. Served as a OpenAI compatible API server.
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May 22, 2025 - Python
Settlers of Catan simulator and AI agent sandbox featuring ML-based and handcrafted agents, a parallelized dataset generator, and save file serialization.
machine-learning simulator sfml simulation-environment torch mcts catan dataset-generation monte-carlo-tree-search settlers-of-catan game-playing-agent onnx catan-board-game dataset-generator mcts-algorithm onnxruntime catan-board mcts-agents catan-simulations game-playing-agents
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Sep 18, 2026 - C#
Micro-State-Space is a research-driven collection of compact strategy environments featuring Hex-Line, Quantum Match, and Shift-3. It explores deterministic state spaces using MCTS, alpha-beta search, and tabular reinforcement learning, providing interactive Streamlit apps, visual analysis, and agent serialization.
python reinforcement-learning state-space game-theory adversarial-search search-algorithms heuristic-search-algorithms mcts-agents self-play-rl
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Jul 9, 2026 - Python
AI implementation using monte carlo tree search (MCTS) for the Game of Amazons
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Oct 13, 2023 - C++
AI agent that utilizes the Monte Carlo Tree Search (MCTS) algorithm to play a deterministic variant of the "Einstein würfelt nicht!" (EWN) board game.
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Jun 19, 2025 - C++
Forecasting MCTS Variant Outcomes Across Board Games
games research monte-carlo regression artificial-intelligence kaggle-competition xgboost monte-carlo-tree-search board-games catboost code-competition lgbm mean-squared-error maastricht-university mcts-agents
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May 18, 2025 - Jupyter Notebook
An AI agent for the card game Coup that uses ISMCTS.
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Aug 28, 2023 - Python
A Hex board game with a customizable Monte Carlo Tree Search (MCTS) agent with optional leaf parallelization in C++. Includes a logging functionality for MCTS insights.
cpp14 mcts console-game monte-carlo-tree-search hex-game mcts-visualisation mcts-implementations mcts-algorithm console-game-engine mcts-agents mcts-solver leaf-parallelization mcts-hex
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Jun 5, 2023 - C++
A very strong MCTS-based Othello agent. Made for Stanford's CS 234 final project.
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Mar 17, 2026 - C++
Using reinforcement learning to play games.
game python games reinforcement-learning ai python3 artificial-intelligence mcts reinforcement-learning-algorithms artificial-neural-networks python-3 monte-carlo-tree-search reinforcement-learning-agent mcts-implementations rl-algorithms reinforcement-learning-environments mcts-algorithm mcts-agents
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May 7, 2023 - Python
Playing Battle Snake using MCTS RL agents
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Apr 22, 2026 - Python
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