Projects in Awesome Lists tagged with mdp-framework
A curated list of projects in awesome lists tagged with mdp-framework .
https://github.com/chaitanyac22/deep-rl-project---maximize-total-profits-earned-by-cab-driver
The goal of this project is to build an RL-based algorithm that can help cab drivers maximize their profits by improving their decision-making process on the field. Taking long-term profit as the goal, a method is proposed based on reinforcement learning to optimize taxi driving strategies for profit maximization. This optimization problem is formulated as a Markov Decision Process i.e. MDP.
actions convergence data-visualization deep-reinforcement-learning dqn epsilon-decay epsilon-greedy hyperparameter-tuning markov-decision-process mdp-framework minibatch-gradient-descent model-building model-evaluation optimal-policy prediction q-values-tracking rewards rl states training-dqn-agent
Last synced: 16 Oct 2025
https://github.com/chaitanyac22/numerical_tictactoe_agent_using_reinforcement_learning
Build an RL (Reinforcement Learning) agent that learns to play Numerical Tic-Tac-Toe. The agent learns the game by Q-Learning.
actions convergence episodes epsilon-decay epsilon-greedy hyperparameter-tuning learning-rate markov-decision-process mdp-framework model-building policy q-learning q-learning-algorithm q-value q-value-iteration reinforcement-learning rewards rl states
Last synced: 06 May 2026