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bwfbowen's Projects

bsuite icon bsuite

bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent

elegantrl icon elegantrl

Cloud-native Deep Reinforcement Learning. Please star. 🔥

envpool icon envpool

C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.

flow icon flow

Computational framework for reinforcement learning in traffic control

habitat-lab icon habitat-lab

A modular high-level library to train embodied AI agents across a variety of tasks and environments.

l2t icon l2t

Source code for Learn to Tour

mctx icon mctx

Monte Carlo tree search in JAX

muax icon muax

A project that provides help for using DeepMind's mctx on gym-style environments.

nyc-taxi-data icon nyc-taxi-data

Import public NYC taxi and for-hire vehicle (Uber, Lyft) trip data into a PostgreSQL or ClickHouse database

qipm icon qipm

Quantum Interior Point Methods for solving a variety of convex optimization problems

rl_algorithms icon rl_algorithms

I am implementing a lot of reinforcement learning and imitation learning algorithms since I'm sick of reading about them but not really understanding them.

rl_gbwm icon rl_gbwm

The implementation of RL algorithms for GBWM in matlab.

sumo-rl icon sumo-rl

Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gym, PettingZoo, and popular RL libraries.

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