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intrinsic-curiosity-module

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adik993 /ppo-pytorch

Proximal Policy Optimization(PPO) with Intrinsic Curiosity Module(ICM)

reinforcement-learning deep-learning pytorch icm proximal-policy-optimization ppo mountaincar-v0 cartpole-v1 intrinsic-curiosity-module generalized-advantage-estimation pendulum-v0

UpdatedJan 12, 2019
Python

hellochick /FICM

🎮 [IJCAI'20][ICLR'19 Workshop] Flow-based Intrinsic Curiosity Module. Playing SuperMario with RL agent and FICM!

optical-flow intrinsic-motivation supermario curiosity-driven intrinsic-curiosity-module

UpdatedDec 8, 2022
C++

BY571 /Deep-Reinforcement-Learning-Algorithm-Collection

Collection of Deep Reinforcement Learning Algorithms implemented in PyTorch.

machine-learning library reinforcement-learning algorithms deep-reinforcement-learning multi-agent dqn policy-gradient reinforcement-learning-algorithms ddpg sac curiosity actor-critic intrinsic-motivation ppo a2c multi-agent-reinforcement-learning continuous-action-space soft-actor-critic intrinsic-curiosity-module

UpdatedOct 25, 2020
Jupyter Notebook

chagmgang /pytorch_ppo_rl

Pytorch implementation of intrinsic curiosity module with proximal policy optimization

reinforcement-learning deep-learning pytorch multi-process breakout icm curiosity ppo intrinsic-curiosity-module

UpdatedDec 20, 2018
Python

rpatrik96 /AttA2C

Attention-based Curiosity-driven Exploration in Deep Reinforcement Learning

reinforcement-learning openai-gym pytorch rcm reinforcement-learning-algorithms attention icm attention-mechanism curiosity pytorch-rl a2c pytorch-implementation exploration-strategy stable-baselines curiosity-driven intrinsic-reward intrinsic-curiosity-module curiosity-rl atta2c rational-curiosity

UpdatedNov 27, 2019
Jupyter Notebook

Stepan-Makarenko /ICM-PPO-implementation

Proximal Policy Optimization(PPO) with Intrinsic Curiosity Module(ICM) on Pyramid env, Unity ML

reinforcement-learning unity deep-reinforcement-learning pytorch proximal-policy-optimization unity-ml-agents intrinsic-curiosity-module intrinsic-rewards

UpdatedDec 17, 2023
Python

Iskandor /MotivationModels

Pytorch based library containing reinforcement learning agents with forward models and intrinsic motivation modules

reinforcement-learning pytorch intrinsic-motivation intrinsic-curiosity-module motivation-models

UpdatedJul 25, 2024
Python

timtody /intrinsically_motivated_robotics

Master's thesis on model-based intrinsically motivated reinforcement learning in robotic control

reinforcement-learning robotics intrinsic-motivation model-based-reinforcement-learning goal-based-agent intrinsic-curiosity-module

UpdatedDec 8, 2022
Jupyter Notebook

hishamcse /Advanced-DRL-Renegades-Game-Bots

A collection of my implemented advanced & complex RL agents for games like Soccer, Street Fighter, Mortal Kombat, Rubik's Cube, Vizdoom, Montezuma, Kungfu-master, Super-Mario-bros, HalfCheetah and more by implementing advanced DRL concepts like decision transformers, RND, MARL, A3C, ICM & sample_factory. To see my other rl agents please visit

pytorch gym rnd a3c atari rubiks-cube-solver ppo self-play multi-agent-reinforcement-learning intrinsic-curiosity-module sb3 decision-transformer sample-factory diambra

UpdatedAug 1, 2024
Jupyter Notebook

konichuvak /pandemonium

Implementations for RL agents that seek to learn about their environment by predicting multiple signals from a single stream of experience.

unreal horde general-value-functions auxiliary-tasks intrinsic-curiosity-module

UpdatedJul 26, 2020
Python

lukasmyth96 /DoomQN

Implemented DQN with Intrinsic Curiosity Module for a VizDoom competition at nate.

competition reinforcement-learning dqn vizdoom intrinsic-curiosity-module

UpdatedNov 22, 2022
Python

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