Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
RL algorithms, environments, simulators and decision-making systems.
Signals: reinforcement-learning, deep-reinforcement-learning, rl, gymnasium, openai-gym, multi-agent-reinforcement-learning, imitation-learning
653 results
Using Reinforcement Learning to play FIFA
Markov Decision Processes, Dynamic Programming and Reinforcement Learning
Deep & Classical Reinforcement Learning + Machine Learning Examples in Python
Deep Reinforcement Learning for de-novo Drug Design
Long-Term Evolution Project of Reinforcement Learning
terrain-adaptive locomotion skills using deep reinforcement learning
Reinforcement Learning with Deep Energy-Based Policies
Resource Management with Deep Reinforcement Learning (HotNets '16)
User can set up destination for any agent to navigate on Google Map and learn the best route for the agent based on its current condition and the traffic. Our result is 10% less energy consumption than the route provided by Google map
KEras Reinforcement Learning gYM agents
RAD: Reinforcement Learning with Augmented Data
PyTorch implements multi-agent reinforcement learning algorithms, including QMIX, Independent PPO, Centralized PPO, Grid Wise Control, Grid Wise Control+PPO, Grid Wise Control+DDPG.
Deep reinforcement learning for mobile edge computing
Rocket-recycling with Reinforcement Learning
Hierarchical Object Detection with Deep Reinforcement Learning
Flappy Bird Bot using Reinforcement Learning
A Survey on Explainable Reinforcement Learning: Concepts, Algorithms, Challenges
Reinforcement Learning Algorithms Based on PyTorch
Pytorch for Deep Reinforcement Learning
Multi-Objective Reinforcement Learning
Simulated the scenario between edge servers and users with a clear graphic interface. Also, implemented the continuous control with Deep Deterministic Policy Gradient (DDPG) to determine the resources allocation (offload targets, computational resources, migration bandwidth) in the edge servers
Deep Reinforcement Learning in Pac-man
Mean Field Multi-Agent Reinforcement Learning
RLPy Reinforcement Learning Framework
24,523 repositories in the index in total.
