Non-deterministic, human-like mouse and keyboard automation powered by reinforcement learning.
A smart traffic light management dashboard using SUMO and reinforcement learning to simulate traffic flow, optimize signal timing, and improve vehicle movement at intersections.
Train SLM to use Tools with RL
Reinforcement learning Tetris bot
A robust Reinforcement Learning environment for the oink games. Compatible with OpenAI Gym interface.
Bitcoin trading agent using Deep Q-Learning and synthetic market scenarios.
A robust reinforcement learning framework for voicebot turn-level decision optimization. Utilizes offline RL techniques to learn from historical, noisy, and delayed feedback signals without deploying exploratory policies, ensuring safe and stable conversational improvement.
A Pong game which you can actually play with a sophisticated RL Agent !!
Deep Q-Network (DQN) agent trained to play Flappy Bird using PyTorch & Gymnasium — with experience replay, target network, and epsilon-greedy exploration.
🏓 A self-learning Pong agent blending value-based and policy-based RL — playable in your terminal.
Reinforcement learning framework for portfolio optimization using PPO agents to learn dynamic ETF allocation strategies
A reinforcement learning agent that learns to play Pacman in a custom environment with a visual GUI.
Jax-native grid world for environment design with auto curriculum design for generalization research in robotics.
To associate your repository with the rl-agent topic, visit your repo's landing page and select "manage topics."