partially-observable-environment

Partially Observable Process Gym

POMDP wrappers for OpenAI Gym

Certainty-Equivalent Expectation Maximization: a scalable algorithm for system identification of partially observed systems

A robot motion planning simulator that can efficiently navigate partially observable environments using deep learning

Multi-agent pursuit in matrix world (pursuitMW)

Scallable partially observable and/or non-Markovian gridworld for planning or reinforcement learning

Heuristic Search Value Iteration for One-Sided Partially Observable Stochastic Games

Application of Reinforcement Learning algorithms (DQN,DRQN,PPO,A2C) to gym's MountainCar-v0

Recurrent Policies for Handling Partially Observable Environments

Explored Reinforcement Learning algorithms in a partially observable, multi-agent environment. Focused on Joint-Action Learning leveraging Game-Theoretic solution concepts to study agent coordination and strategic interactions.

Forward A* and Adaptive A* for navigation in partially known environments

Virtual reality (VR) environment for studying human-agent decision making.

Implementation of "A Minimax Learning Approach to Off-Policy Evaluation in Confounded Partially Observable Markov Decision Processes" (ICML)

An agent being trained to find its way in a stochastic and partially observable maze using SARSA and Q-Learning algorithms.

cleaning agent where the environment is partially observable

An implementation of Genetic Programming using Indexed Memory to solve the Partially Observable CartPole problem