AI Resources

41 results in "Reinforcement Learning"

	Soar Code http://sitemaker.umich.edu/soar/downloads Soar is a general cognitive architecture for developing systems that exhibit intelligent behavior. I... 24379 views Submitted by on Aug 27 2014
	Gym Library https://gym.openai.com/ Gym is a toolkit for developing and comparing reinforcement learning algorithms. It supports teachin... 416 views Submitted by on Nov 27 2021
	SURREAL Project https://surreal.stanford.edu/ SURREAL is an open-source scalable framework that supports state of-the-art distributed reinforcemen... 792 views Submitted by on Nov 27 2021
	RL Reliability Metrics Library https://github.com/google-research/rl-reliability-metrics The RL Reliability Metrics library provides a set of metrics for measuring the reliability of reinfo... 618 views Submitted by on Mar 17 2021
	D4RL: Datasets for Deep Data-Driven Reinforcement Learning https://sites.google.com/view/d4rl/home A collection of benchmarks and datasets for offline reinforcement learning. The offline reinforcemen... 1075 views Submitted by on Mar 16 2021
	SenseAct: A computational framework for real-world robot learning tasks Library https://github.com/kindredresearch/SenseAct Reinforcement learning is a promising approach to developing hard-to-engineer adaptive solutions for... 1109 views Submitted by on Mar 16 2021
	MIMIC-III, a freely accessible critical care database Data https://mimic.physionet.org/about/mimic/ MIMIC-III (Medical Information Mart for Intensive Care III) is a large, freely-available database co... 646 views Submitted by on Mar 16 2021
	DQN Replay dataset Data https://research.google/tools/datasets/dqn-replay/ The DQN Replay Dataset is generated using DQN agents trained on 60 Atari 2600 games for 200 million ... 754 views Submitted by on Jan 27 2021
	RL Unplugged Data https://github.com/deepmind/deepmind-research/tree/master/rl_unplugged RL Unplugged is suite of benchmarks for offline reinforcement learning. The RL Unplugged is designed... 563 views Submitted by on Jan 27 2021
	POMDPs.jl Code https://github.com/JuliaPOMDP/POMDPs.jl POMDPs.jl is an open-source framework for solving Markov decision processes (MDPs) and partially obs... 628 views Submitted by on Dec 31 2020