This repository has all the codes and sources of various RL algorithms that I have implemented.
-
Updated
Sep 22, 2020 - Python
#
tabular-rl
Here are 9 public repositories matching this topic...
-
Updated
Nov 20, 2020 - Jupyter Notebook
A collection of deep and tabular reinforcement learning algorithms, including implementations of DQN, Dueling DQN, Q-learning, SARSA, n-step Tree Backup, and Monte Carlo.
-
Updated
Sep 6, 2024
Q-Learning Agent that Learns and Plays Alan Parr’s Traffic Lights Game
-
Updated
Jan 19, 2026 - Python
Matchbox-RL: A tangible reinforcement learning library for Python. Based on Donald Michie's 1961 MENACE algorithm using matchboxes and colored beads. Perfect for education and visualizing RL.
visualization python education machine-learning reinforcement-learning python-library tic-tac-toe q-learning artificial-intelligence game-ai matchbox menace ai-education tabular-rl
-
Updated
Dec 28, 2025 - Python
Implementation of Q-Learning, SARSA, and Dyna Q to allow an agent to navigate the FrozenLake-v0 environment from OpenAI.
-
Updated
Dec 15, 2020 - Python
Reinforcement learning for reactor control under partial observability using Q-learning and SARSA(λ), with analysis of noise robustness and policy behavior.
python machine-learning reinforcement-learning q-learning sarsa control-systems markov-decision-processes tabular-rl
-
Updated
Mar 23, 2026 - Python
OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.
mcts game-theory deepmind counterfactual-regret-minimization multi-agent-reinforcement-learning extensive-form-games strategy-games open-spiel tabular-rl two-player-games
-
Updated
Jul 23, 2025 - C++
RL was cheaper. The heuristic was safer. Neither was correct. POLARIS stress-tests operational policies under chaos, demand spikes, and black swan events asking one question: which policy survives when everything goes wrong? Built with constrained RL, Bayesian modeling, CVaR risk metrics, and a human-in-the-loop governor.
python data-science reinforcement-learning simulation supply-chain q-learning stress-testing inventory-management operations-research human-in-the-loop chaos-engineering risk-modelling policy-optimization responsible-ai cvar duckdb tabular-rl decision-intelligence ai-governance bayesian-modeling
-
Updated
Mar 22, 2026 - Python
Improve this page
Add a description, image, and links to the tabular-rl topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the tabular-rl topic, visit your repo's landing page and select "manage topics."