Easy to use Python library for creating 2D arcade games.
python opengl python3 educational-resources educational-technology arcade-learning-environment arcade-framework arcade-api
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Oct 9, 2026 - Python
arcade-learning-environment - 技术专题
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A Universal Deep Reinforcement Learning Framework
environment games reinforcement-learning deep-learning deep-reinforcement-learning human multi-agent reinforcement-learning-algorithms multiplayer-game multi-objective-optimization atari actor-critic human-in-the-loop arcade-learning-environment actor-critic-algorithm multi-agent-reinforcement-learning policy-gradients
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Nov 22, 2022 - Python
Codes for "Efficient Offline Policy Optimization with a Learned Model", ICLR2023
reinforcement-learning atari arcade-learning-environment model-based-rl jax model-based-reinforcement-learning bsuite muzero dm-haiku offline-rl offline-reinforcement-learning rl-unplugged muzero-unplugged
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Jul 18, 2023 - Python
(ICLR 2021) Learning to Represent Action Values as a Hypergraph on the Action Vertices
reinforcement-learning deep-reinforcement-learning openai-gym box2d atari agents iclr mujoco arcade-learning-environment pybullet deepmind-control-suite
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Jun 22, 2021 - Python
Experiments with multiple reinforcement ML algorithms to learn how to beat Street Fighter II
reinforcement-learning retro openai-gym agent-based street-fighter arcade-learning-environment stable-baselines ppo2
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May 1, 2021 - Python
Distributed RL platform with modified IMPALA architecture. Implements CLEAR, LASER V-trace modifications along with Attentive and Elite sampling experience replay methods.
machine-learning impala deep-reinforcement-learning pytorch policy-gradient arcade-learning-environment experience-replay distributed-reinforcement-learning actor-critic-with-experience-replay elite-sampling mixing-on-and-off-policy-data
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Apr 8, 2022 - Python
A learned continuous slow→fast latent channel for real-time game agents: frozen MiniCPM-o 4.5 (fast) + Qwen3-VL-8B-Thinking (slow), 33M-param bridge. The latent helps iff slow reasoning helps (T>F). Paper: arXiv:2606.24470
machine-learning real-time reinforcement-learning deep-learning pytorch atari agents game-ai reasoning vlm arcade-learning-environment multimodal llm llava fast-slow
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Jun 29, 2026 - Python
Reinforcement learning with Qbert. Assignment 3 of ECSE-526.
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Nov 7, 2017 - Python
Trained a reinforcement learning agent to play the Atari 2600 game of Ms. Pac-Man. Built a web-app to live stream gameplay with TCP/IP in real-time with Flask as the app interface.
flask reinforcement-learning reactjs deep-reinforcement-learning openai-gym artificial-intelligence webapp dqn streaming-service ai-games arcade-learning-environment
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Apr 27, 2022 - Jupyter Notebook
Implementation of the Arcade Learning Environment (ALE) for playing pacman on the Atari 2600 using Machine Learning
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Dec 1, 2025 - Python
track and log actions for a human player via Arcade Learning Environment
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May 21, 2017 - Jupyter Notebook
This project implements a Deep Q-Network (DQN) to train an agent to play an Atari game. The agent is trained using reinforcement learning and interacts with the environment to maximize its score.
python reinforcement-learning python-library python-script q-learning atari gymnasium arcade-learning-environment reinforcement-learning-agent reinforcement-learning-environments stable-baselines3
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Mar 24, 2025 - Python
Deep reinforcement learning on Atari Donkey Kong: a reproducible single-GPU study of PPO and self-imitation learning.
reinforcement-learning deep-reinforcement-learning pytorch atari donkey-kong arcade-learning-environment ppo self-imitation-learning envpool
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Oct 13, 2026 - Python
A Deep Q-Network (DQN) implementation for Atari Space Invaders using Gymnasium and PyTorch.
python reinforcement-learning deep-reinforcement-learning space-invaders torch pytorch dqn atari gymnasium ale arcade-learning-environment deep-q-learning-network
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Oct 12, 2026 - Python
Go transliteration of MinAtar
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Sep 7, 2021 - Go