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policy-evaluation

Here are 26 public repositories matching this topic...

awesome-monte-carlo-tree-search-papers

benedekrozemberczki / awesome-monte-carlo-tree-search-papers

A curated list of Monte Carlo tree search papers with implementations.

learning machine-learning reinforcement-learning deep-learning monte-carlo machine-learning-algorithms q-learning policy-gradient reinforcement-learning-algorithms rl tree-search atari policy-evaluation monte-carlo-tree-search deep-q-learning reinforcement-learning-agent

Updated Mar 16, 2024
Python

OscarEngelbrektson / SyntheticControlMethods

A Python package for causal inference using Synthetic Controls

python package econometrics causality policy-evaluation causality-analysis causal-inference synthetic-control causal-models counterfactual program-evaluation

Updated Jan 25, 2024
Python

linesd / tabular-methods

Tabular methods for reinforcement learning

Updated Jul 3, 2020
Python

antoine-hochart / bandit_algo_evaluation

Offline evaluation of multi-armed bandit algorithms

thompson-sampling epsilon-greedy policy-evaluation multi-armed-bandit upper-confidence-bound

Updated Dec 1, 2020
Python

akshaykhadse / reinforcement-learning

Implementations of basic concepts dealt under the Reinforcement Learning umbrella. This project is collection of assignments in CS747: Foundations of Intelligent and Learning Agents (Autumn 2017) at IIT Bombay

reinforcement-learning linear-programming thompson-sampling epsilon-greedy ucb policy-evaluation mdps multi-armed-bandits policy-iteration randomised-algorithms reinforcement-learning-excercises kl-divergence markovian-epidemic-processes reinforcement-learning-analysis multiarm-bandit ucb1 howards-pi batch-switching randomized-policy-iteration

Updated May 21, 2018
Python

nicoRomeroCuruchet / DynamicProgramming

Policy Iteration for Continuous Dynamics

simplex python3 reinforcement-learning-algorithms dynamical-systems dynamic-programming nonlinear-dynamics policy-evaluation kd-trees control-theory policy-iteration value-iteration gymnasium bellman-equation

Updated Oct 15, 2025
Python

narrow-corridor-ai

nima-siboni / narrow-corridor-ai

A reinforcement learning project for crowd-dynamics in a very narrow corridor

dynamic-programming policy-evaluation policy-iteration world-models multi-agent-reinforcement-learning

Updated Apr 21, 2020
Python

elliotvilhelm / gridworld-policy-evaluation

🤖 Implementation of policy evaluation using dynamic programming to approximate a value function using an equiprobable random policy on Frozen Lake Grid World.

reinforcement-learning dynamic-programming policy-evaluation bellman-equation

Updated Nov 18, 2024
Python

QasimWani / off-policy-evaluation

Approaching OPE as a regression problem using meta-learning.

reinforcement-learning policy-evaluation meta-learning

Updated Feb 11, 2021
Python

nataliakoliou / Collaborative-Graph-Coloring-Game

A two-player dynamic game where deep Q-learning agents collaborate to find optimal solutions to a stochastic version of the graph coloring problem, featuring α-Rank for joint policy ranking and evaluation.

deep-reinforcement-learning evolutionary-algorithms game-theory policy-evaluation dynamic-games evolutionary-dynamics stochastic-games

Updated Jan 28, 2025
Python

koulanurag / opcc

Benchmark for "Offline Policy Comparison with Confidence"

reinforcement-learning policy-evaluation uncertainty-estimation confidence-estimation offline-reinforcement-learning offline-policy-comparison

Updated Oct 25, 2023
Python

vishal-keshav / xcelerator

Exploring RL ideas for deep neural network hyper-parameter search

deep-neural-networks optimization pruning policy-evaluation meta-learning deep-learning-architectures

Updated Dec 25, 2018
Python

Prakhar-FF13 / Reinforcement-Learning-With-Python

Reinforcement Learning Notebooks

machine-learning reinforcement-learning deep-learning monte-carlo deep-reinforcement-learning policy-gradient policy-evaluation markov-decision-processes policy-iteration value-iteration actor-critic deep-q-learning temporal-differencing-learning cross-entropy-method

Updated Mar 31, 2019
Python

sparshgarg23 / Basic-Reinforcement-Learning

This includes sample reinfrocement learning algorithms .Currently working on an approach to use RL for more comlex navigation issues

policy dynamic-programming policy-evaluation policy-iteration

Updated Aug 10, 2018
Python

willyfh / grid-world-reinforcement-learning-2

Implementation of td policy evaluation and q-learning on a grid world.

reinforcement-learning q-learning artificial-intelligence policy-evaluation temporal-difference

Updated Feb 17, 2024
Python

agoryuno / robust_control

A PyTorch implementation of the "robust" synthetic control model

python pytorch econometrics policy-evaluation causal-inference synthetic-control causal-models program-evaluation pytorch-implementation synthetic-control-method

Updated Jun 11, 2023
Python

heath3rq / Python_Opioid-Policy-Evaluation

The primary objective of the project is to assess the effectiveness of opioid drug regulations in three U.S. states.

big-data policy-evaluation social-sciences-data data-analysis-python difference-in-differences

Updated Jan 11, 2023
Python

sarthakmittal92 / mdp-and-cricket

Repository for the course project done as part of CS-747 (Foundations of Intelligent & Learning Agents) course at IIT Bombay in Autumn 2022.

python mdp policy-evaluation policy-iteration cricket-game

Updated Oct 14, 2022
Python

glee1228 / RL_basic

rl policy-evaluation jacks-car-rental small-grid-world

Updated Mar 23, 2021
Python

wothmag07 / ReinforceMe

A Python-based repository with implementations of RL algorithms, featuring visualization tools and benchmarks

policy-evaluation value-iteration actor-critic sarsa-lambda sarsa-learning qlearning-on-gridworld

Updated Apr 23, 2024
Python

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