pseudo-rnd-thoughts
PhD Student at the University of Southampton exploring Explainable Reinforcement Learning
Pinned Repositories
Gymnasium
An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
5G-Beam-Selection-federated-learning
ale-py-feedstock
A conda-smithy repository for ale-py.
Elastic-Resource-Allocation
Research project on Resource-elastic tasks for edge cloud computing
Online-Flexible-Resource-Allocation
Flexible resource allocation for edge cloud computing with reinforcement learning
PettingZoo
Gym for multi-agent reinforcement learning
pseudo-rnd-thoughts
stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
temporal-explanations-4-drl
Implementation of "Temporal Explanations for Explainable Reinforcement Learning"
temporal-reward-decomposition
Implementation of "Explaining an Agent’s Future Beliefs through Temporally Decomposing Future Reward Estimators"
pseudo-rnd-thoughts's Repositories
pseudo-rnd-thoughts/temporal-reward-decomposition
Implementation of "Explaining an Agent’s Future Beliefs through Temporally Decomposing Future Reward Estimators"
pseudo-rnd-thoughts/PettingZoo
Gym for multi-agent reinforcement learning
pseudo-rnd-thoughts/pseudo-rnd-thoughts
pseudo-rnd-thoughts/stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
pseudo-rnd-thoughts/ale-py-feedstock
A conda-smithy repository for ale-py.
pseudo-rnd-thoughts/Arcade-Learning-Environment
The Arcade Learning Environment (ALE) -- a platform for AI research.
pseudo-rnd-thoughts/AutoROM
A tool to automate installing Atari ROMs for the Arcade Learning Environment
pseudo-rnd-thoughts/brax
Massively parallel rigidbody physics simulation on accelerator hardware.
pseudo-rnd-thoughts/D4RL
A benchmark for offline reinforcement learning.
pseudo-rnd-thoughts/gym
A toolkit for developing and comparing reinforcement learning algorithms.
pseudo-rnd-thoughts/temporal-explanations-4-drl
Implementation of "Temporal Explanations for Explainable Reinforcement Learning"
pseudo-rnd-thoughts/cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
pseudo-rnd-thoughts/envpool
C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.
pseudo-rnd-thoughts/farama.org
pseudo-rnd-thoughts/gym-miniworld
MiniWorld: Minimalistic 3D Environment for RL & Robotics Research
pseudo-rnd-thoughts/Gymnasium
A standard API for reinforcement learning and a diverse set of reference environments (formerly Gym)
pseudo-rnd-thoughts/gymnasium-feedstock
A conda-smithy repository for gymnasium.
pseudo-rnd-thoughts/highway-env
A minimalist environment for decision-making in autonomous driving
pseudo-rnd-thoughts/Jumpy
pseudo-rnd-thoughts/MetaWorld
An open source robotics benchmark for meta- and multi-task reinforcement learning
pseudo-rnd-thoughts/Minari
A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilities
pseudo-rnd-thoughts/minigrid
Minimalistic gridworld package for OpenAI Gym
pseudo-rnd-thoughts/miniwob-plusplus
MiniWoB++: a web interaction benchmark for reinforcement learning
pseudo-rnd-thoughts/MO-Gymnasium
Multi-objective Gymnasium environments for reinforcement learning
pseudo-rnd-thoughts/pyright
Static type checker for Python
pseudo-rnd-thoughts/Shimmy
An API conversion tool for popular external reinforcement learning environments
pseudo-rnd-thoughts/stable-retro
Retro Games in Gym
pseudo-rnd-thoughts/SuperSuit
A collection of wrappers for Gymnasium and PettingZoo environments (being merged into gymnasium.wrappers and pettingzoo.wrappers
pseudo-rnd-thoughts/TinyScaler
A small and fast image rescaling library with SIMD support
pseudo-rnd-thoughts/tutorials
PyTorch tutorials.