Learning local search heuristics for Boolean satisfiability

Code for the papers "Induction of Subgoal Automata for Reinforcement Learning" (AAAI-20) and "Induction and Exploitation of Subgoal Automata for Reinforcement Learning" (JAIR).

SafeBench: A Benchmarking Platform for Safety Evaluation of Autonomous Vehicles

An open autonomous driving platform

Imitation learning algorithms

Cross-domain Imitation from Observations (ICML '21)

This is a tensorflow-based rotation detection benchmark, also called AlphaRotate.

Hello, I pushed some python environments for Multi Agent Reinforcement Learning.

Implementation of our paper "Meta Reinforcement Learning with Task Embedding and Shared Policy"

Configurable Curriculum Learning Domain for Reinforcement Learning Agents. As specified by [Narvekar, Sanmit, Jivko Sinapov, and Peter Stone. "Autonomous Task Sequencing for Customized Curriculum D…

The Reinforcement-Learning-Related Papers of ICLR 2019

Computational framework for reinforcement learning in traffic control