Projects in Awesome Lists tagged with reinforcement-agents

https://github.com/mishalaskin/curl

CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning

contrastive-learning contrastive-loss contrastive-predictive-coding curl deep-learning deep-learning-algorithms deep-neural-networks deep-q-learning deep-q-network deep-reinforcement-learning deep-rl deeplearning deeplearning-ai gpu model-free-rl off-policy reinforcement-agents reinforcement-learning reinforcement-learning-algorithms sac

Last synced: 05 Apr 2025

https://github.com/MishaLaskin/curl

CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning

contrastive-learning contrastive-loss contrastive-predictive-coding curl deep-learning deep-learning-algorithms deep-neural-networks deep-q-learning deep-q-network deep-reinforcement-learning deep-rl deeplearning deeplearning-ai gpu model-free-rl off-policy reinforcement-agents reinforcement-learning reinforcement-learning-algorithms sac

Last synced: 23 Nov 2024

https://github.com/nasdin/reinforcementlearning-atarigame

Pytorch LSTM RNN for reinforcement learning to play Atari games from OpenAI Universe. We also use Google Deep Mind's Asynchronous Advantage Actor-Critic (A3C) Algorithm. This is much superior and efficient than DQN and obsoletes it. Can play on many games

a3c a3c-lstm actor-critic adam asynchronous-advantage-actor-critic deep-reinforcement-learning lstm openai-gym python pytorch reinforcement-agents reinforcement-learning reinforcement-learning-algorithms rmsprop universe

Last synced: 10 Apr 2025

https://github.com/entrpn/fingym

A tool for developing reinforcement learning algorithms focused in stock prediction

artificial-intelligence artificial-intelligence-algorithms evolution-strategies evolutionary-algorithms evolutionary-strategy python q-learning reinforcement-agents reinforcement-learning reinforcement-learning-environments reinforcement-learning-playground stock-market stock-price-prediction

Last synced: 12 Apr 2025

https://github.com/sintefneodroid/aav

Autonomous Aerial Vehicle

aav agent drone machine-learning machine-learning-algorithms ml planning quadcopter reinforcement reinforcement-agents reinforcement-learning reinforcement-learning-agent reinforcement-learning-algorithms reinforcement-learning-playground rl

Last synced: 12 Apr 2025

https://github.com/jedrazb/rl-grid-world

Reinforcement learning agent which finds a path to the goal in a grid world. This exercise was done as a coursework for course C424 at Imperial College London.

deep-q-learning deep-q-network grid-world reinforcement-agents reinforcement-learning reinforcement-learning-agent