Personal notes about scientific and research works on "Decision-Making f...
Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022
📚 List of Top-tier Conference Papers on Reinforcement Learning (RL)，in...
The DESPOT online POMDP solver
A framework to build and solve POMDP problems. Documentation: https://h2...
Adaptive Attention Span for Reinforcement Learning
A Modern Probabilistic Model Checker
Clean baseline implementation of PPO using an episodic TransformerXL memory
Baseline implementation of recurrent PPO using truncated BPTT
Python implementation of POMDP framework and PBVI & POMCP algorithms.
Efficient Point-Based POMDP Planning by Approximating
Solving POMDP using Recurrent networks
Modeling agents with probabilistic programs
Online Replanning in Belief Space for Partially Observable Task and Moti...
Rich literature review and discussion on the implementation of "Hierarch...