wwxfromtju Goto Github PK

pddlgym

Convert a PDDL domain into an OpenAI Gym environment.

pg_travel

Policy Gradient algorithms (REINFORCE, NPG, TRPO, PPO)

phyre

PHYRE is a benchmark for physical reasoning.

planet

Deep Planning Network: Control from pixels by latent planning with learned dynamics

planet-1

Deep Planning Network: Control from pixels by latent planning with learned dynamics

playground

PlayGround: AI Research into Multi-Agent Learning.

pokerrl

Framework for Multi-Agent Deep Reinforcement Learning in Poker

policy-learning-landscape

Explore the optimization landscape for direct policy learning reinforcement learning.

policy_transfer

pommerman-baseline

Code for the paper "Skynet: A Top Deep RL Agent in the Inaugural Pommerman Team Competition"

poplin

population-irl

(Experimental) Inverse reinforcement learning from trajectories generated by multiple agents with different (but correlated) rewards

ppmp

The Predictive Probabilistic Merging of Policies algorithm, implemented in combination with DDPG using Python

ppo-stein-control-variate

Proximal Policy Optimization with Stein Control Variates:

pr2_simulation

practical_rl

A course in reinforcement learning in the wild

prednet

Code and models accompanying "Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning"

prioritized_option_critic

Implementation of the Prioritized Option-Critic on the Four-Rooms Environment

procgen

Procgen Benchmark: Procedurally Generated Game-Like Gym Environments

programmable-agents_tensorflow

Tensorflow Implementation of Programmable Agents

project-based-learning

Curated list of project-based tutorials

promp

ProMP: Proximal Meta-Policy Search

proxylessnas

[ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware.

ptan

PyTorch Agent Net: reinforcement learning toolkit for pytorch

pybullet_robots

Prototyping robots for PyBullet (F1/10 MIT Racecar, Sawyer, Baxter and Dobot arm, Boston Dynamics Atlas and Botlab environment)

pycolab

A highly-customisable gridworld game engine with some batteries included. Make your own gridworld games to test reinforcement learning agents!

pydota2

PyDota2 Framework Integrated with DotaService

pydota2_archive

Dota 2 Python AI

pygame-learning-environment

PyGame Learning Environment (PLE) -- Reinforcement Learning Environment in Python.

pymarl2

SOTA MARL algorithms for StarCraft II Multi Agent Challenge