From 79c4b1415f24fbbf9257e4b876590bce26c69bd2 Mon Sep 17 00:00:00 2001
From: Tara S Pande <38411006+TaraSPande@users.noreply.github.com>
Date: Tue, 5 Nov 2024 09:27:24 -0800
Subject: [PATCH] Update index.md
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1 file changed, 2 insertions(+), 2 deletions(-)
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| Oct 14 | **Agents for Software Development**
Graham Neubig, Carnegie Mellon University
Slides [Original Recording](https://bcourses.berkeley.edu/courses/1535641/external_tools/90481) [Edited Video](https://www.youtube.com/live/f9L9Fkq-8K4) | - [SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering](https://arxiv.org/abs/2405.15793)
- [OpenHands: An Open Platform for AI Software Developers as Generalist Agents](https://arxiv.org/abs/2407.16741) |
| Oct 21 | **AI Agents for Enterprise Workflows**
Nicolas Chapados, ServiceNow
Slides [Original Recording](https://bcourses.berkeley.edu/courses/1535641/external_tools/90481) [Edited Video](https://www.youtube.com/live/-yf-e-9FvOc) | - [WorkArena: How Capable Are Web Agents at Solving Common Knowledge Work Tasks?](https://arxiv.org/abs/2403.07718)
- [WorkArena++: Towards Compositional Planning and Reasoning-based Common Knowledge Work Tasks](https://arxiv.org/abs/2407.05291)
- TapeAgents: a Holistic Framework for Agent Development and Optimization |
| Oct 28 | **Towards a unified framework of Neural and Symbolic Decision Making**
Yuandong Tian, Meta AI (FAIR)
Slides [Original Recording](https://bcourses.berkeley.edu/courses/1535641/external_tools/90481) [Edited Video](https://www.youtube.com/live/wm9-7VBpdEo) | - [Beyond A*: Better Planning with Transformers via Search Dynamics Bootstrapping](https://arxiv.org/abs/2402.14083)
- [Dualformer: Controllable Fast and Slow Thinking by Learning with Randomized Reasoning Traces](https://arxiv.org/abs/2410.09918v1)
- [Composing Global Optimizers to Reasoning Tasks via Algebraic Objects in Neural Nets](https://arxiv.org/abs/2410.01779)
- [SurCo: Learning Linear Surrogates For Combinatorial Nonlinear Optimization Problems](https://arxiv.org/abs/2210.12547) |
-| Nov 4 | **Project GR00T: A Blueprint for Generalist Robotics**
Jim Fan, NVIDIA | - [Voyager: An Open-Ended Embodied Agent with Large Language Models](https://voyager.minedojo.org/)
- [Eureka: Human-Level Reward Design via Coding Large Language Models](https://eureka-research.github.io/)
- [DrEureka: Language Model Guided Sim-To-Real Transfer](https://eureka-research.github.io/dr-eureka/) |
+| Nov 4 | **Project GR00T: A Blueprint for Generalist Robotics**
Jim Fan, NVIDIA
Slides [Original Recording](https://bcourses.berkeley.edu/courses/1535641/external_tools/90481) [Edited Video](https://www.youtube.com/live/Qhxr0uVT2zs) | - [Voyager: An Open-Ended Embodied Agent with Large Language Models](https://voyager.minedojo.org/)
- [Eureka: Human-Level Reward Design via Coding Large Language Models](https://eureka-research.github.io/)
- [DrEureka: Language Model Guided Sim-To-Real Transfer](https://eureka-research.github.io/dr-eureka/) |
| Nov 11 | **No Class - Veteran's Day** | |
-| Nov 18 | **Cybersecurity, agents, and open-source**
Percy Liang, Stanford University | |
+| Nov 18 | **Open-Source and Science in the Era of Foundation Models**
Percy Liang, Stanford University | - [Cybench: A Framework for Evaluating Cybersecurity Capabilities and Risks of Language Models](https://arxiv.org/abs/2408.08926) |
| Nov 25 | **Measuring Agent capabilities and Anthropic's RSP**
Ben Mann, Anthropic | |
| Dec 2 | **LLM Agent Safety**
Dawn Song, UC Berkeley | |