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tabular-reinforcement-learning

Here are 3 public repositories matching this topic...

Sagarnandeshwar / On_Policy_And_Off_Policy_Reinforcement_Learning

Reinforcement Learning (COMP 579) Project

reinforcement-learning q-learning sarsa function-approximation expected-sarsa td-learning tabular-reinforcement-learning

Updated Aug 5, 2023
Jupyter Notebook

nicksmits1 / COMP-579-Reinforcement-Learning

Reinforcement learning assignments covering bandits, tabular RL, deep RL, and DQN variants. Includes implementations of ε-greedy and Thompson sampling bandits, SARSA/Expected SARSA on FrozenLake, Q-learning and Actor–Critic with neural networks, and an applied project evaluating DQN extensions for ICU sepsis treatment.

reinforcement-learning deep-reinforcement-learning policy-gradient reinforcement-learning-algorithms markov-decision-processes actor-critic deep-q-learning reinforcement-learning-agent sarsa-learning reinforcement-learning-environments tabular-reinforcement-learning

Updated Dec 6, 2025
Jupyter Notebook

b-fatma / wumpus-world-x-qlearning

Q-learning agent for a simplified Wumpus World. Learns optimal paths to gold while avoiding hazards.

reinforcement-learning q-learning wumpus-world tabular-reinforcement-learning

Updated Aug 17, 2025
Python

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