deployable-rl.github.io - Deployable RL Workshop @ RLC 2024

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Reinforcement Learning Conference (RLC) 2024, August 9 Amherst, MA, United States Quick links: Twitter | OpenReview Portal Program: Speakers | Panelists | Schedule | Organization Contact us: [email protected]

1. Recordings are available on the NeurIPS website (NeurIPS registration required). They will be made public after one month (Jan 2024). 2. Talk slides are posted on the speakers page . 3. Congratuations to paper award winners ! 4. Workshop highlights and photos can be found on our Twitter .

Real-world applications pose distinct challenges for decision-making algorithms, especially during the deployment phase . These include high-dimensional observation and action spaces, tasks that may be partially observable or non-stationary, and feedback that is often unspecified, delayed, or corrupted. Furthermore, feedback rarely comes in the form of a scalar reward function, exploration is often prohibitively costly, and safety considerations are a prerequisite for trained models to be deployed.

Links to deployable-rl.github.io (2)

kellywzhang.github.io Kelly W. Zhang
danielrjiang.github.io Daniel R. Jiang