Paul Weng | Previous Teaching

News:

Openings for postdocs or research associates: If you're interested in my research, please send me an email in English with your CV.

May 2024: I will serve as an area chair for AAAI 2025
May 2024: one paper accepted at ICML 2024
Apr. 2024: I will serve as a co-chair for MIWAI 2024
Apr. 2024: our survey paper on interpretable RL has been accepted at Machine Learning
Jan. 2024: one paper accepted at ICLR 2024
Jan. 2024: I have moved to DKU
Nov. 2023: I will serve as an area chair for ECAI 2024
Jul. 2023: one paper accepted at ECAI 2023
Jun. 2023: one paper accepted at ECML/PKDD 2023
Jun. 2023: one paper accepted at TMLR
Jun. 2023: We received the best paper award at ALA 2023
Jun. 2023: We got funded by NetEase to work on RL from human feedback
May 2023: I will serve as an area chair for AAAI 2024
Mar. 2023: one paper accepted at ALA 2023
Mar. 2023: one paper accepted at LION 2023
Jan. 2023: one paper accepted at AAMAS 2023
Sep. 2022: one paper accepted at CORL 2022
Sep. 2022: one paper accepted at ACML 2022
Jul. 2022: I will serve as a senior PC member for AAAI 2023
May 2022: one paper accepted at ICML 2022
Nov. 2021: one paper accepted at International Journal of Production Research
Nov. 2021: one paper accepted at DAI 2021
Oct. 2021: one paper accepted at ADPRL 2021
Aug. 2021: We got funded by NSFC to work on exploiting equivariance in deep RL
Jul. 2021: I will serve as a senior PC member for AAAI 2022
May 2021: one paper accepted at ICML 2021
Feb. 2021: one paper accepted at ICRA 2021
Aug. 2020: I will serve as a senior PC member for AAAI 2021
Aug. 2020: I will serve as a senior PC member for IJCAI 2021
Jul. 2020: one paper accepted at IROS 2020
Jun. 2020: We got funded by Huawei to work on interpretable RL
Jun. 2020: one paper accepted at ICML 2020
May. 2020: our survey chapter on reinforcement learning published in A Guided Tour of Artificial Intelligence Research
Dec. 2019: I will serve as a PC member for JFPDA 2020
Oct. 2019: I will serve as a PC member for ECAI 2020
Oct. 2019: I was invited to give a talk at AWRL 2019
Oct. 2019: I will serve as a senior PC member for IJCAI 2020
Aug. 2019: I will serve as a reviewer for AISTATS 2020
Aug. 2019: one paper accepted at DAI 2019
Aug. 2019: We got funded by Yahoo Research.

This is mainly for my own record. I previously taught:

2016:
- Numerical Methods for Engineering Design and Optimization (18-660) with Xin Li
  Graduate level, Fall 2016, SYSU-CMU JIE
2015:
- Neural Signal Processing (18-698 / 42-632) with Byron Yu
  Graduate level, Spring 2015, CMU
- Numerical Methods for Engineering Design and Optimization (18-660) with Xin Li
  Graduate level, Fall 2015, CMU
2014
- General algorithmics (~40h)
  Undergraduate level (L3), UPMC.
- Probabilistic and statistical models and algorithms for computer science (~40h)
  Graduate level (M1), UPMC
2013-2014:
- Introduction to programming in C (~40h)
  Undergraduate level (L1), UPMC.
- Discrete Structure (~20h)
  Undergraduate level (L2), UPMC.
- General algorithmics (~20h)
  Undergraduate level (L3), UPMC.
- Introduction to Scilab (~10h)
  Undergraduate level (L3), Polytech, UPMC.
- Numerical Analysis (~30h)
  Undergraduate level (L3), Polytech, UPMC.
- Decision and games (~40h)
  Graduate level (M1), UPMC.
- Pattern recognition and introduction to decision (~40H)
  Graduate level (M1), UPMC.
2012-2013:
- Discrete Structure (~20h, lecture)
  Undergraduate level (L2), Vietnam National University.
- General algorithmics (~20h)
  Undergraduate level (L3), UPMC.
- Introduction to Scilab (~10h)
  Undergraduate level (L3), Polytech, UPMC.
- Numerical Analysis (~30h)
  Undergraduate level (L3), Polytech, UPMC.
- Decision and games (~40h)
  Graduate level (M1), UPMC.
- Pattern recognition and introduction to decision (~30H)
  Graduate level (M1), UPMC.
2011-2012:
- Refresher course in algebra (35H)
  Undergraduate level, ENSIIE.
- Discrete Structure (~40H)
  Undergraduate level (L2), UPMC.
- General algorithmics (~40H)
  Undergraduate level (L3), UPMC.
- Decision and games (~40H)
  Graduate level (M1), UPMC.
- Pattern recognition and introduction to decision (~40H)
  Graduate level (M1), UPMC.
- Implementation of programming languages (~40H)
  Graduate level (M1), UPMC.
2010-2011:
- Refresher course in algebra (56H)
  Undergraduate level, ENSIIE.
- Programming project in finance (~60H)
  Undergraduate level (L2), UPMC.
- General algorithmics (~40H)
  Undergraduate level (L3), UPMC.
- Decision and games (~40H)
  Graduate level (M1), UPMC.
- Pattern recognition and introduction to decision (~40H)
  Graduate level (M1), UPMC.
- Implementation of programming languages (~40H)
  Graduate level (M1), UPMC.
- Decision models (~10H)
  Graduate level (M2), UPMC.
2009-2010:
- Discrete structures (~40H)
  Undergraduate level (L2), UPMC.
- Programming project in finance (~60H)
  Undergraduate level (L2), UPMC.
- General algorithmics (~40H)
  Undergraduate level (L3), UPMC.
- Decision and games (~40H)
  Graduate level (M1), UPMC.
- Implementation of programming languages (~40H)
  Graduate level (M1), UPMC.
2008-2009:
- Types and data structures in OCaml (~40H)
  Undergraduate level (L2), UPMC.
- Discrete structures (~40H)
  Undergraduate level (L2), UPMC.
- General algorithmics (~40H)
  Undergraduate level (L3), UPMC.
- Advanced object programming in Java (~40H)
  Undergraduate level (L3), UPMC.
- Decision and games (~40H)
  Graduate level (M1), UPMC.
- Implementation of programming languages (~40H)
  Graduate level (M1), UPMC.
2007-2008:
- Types and data structures in OCaml (~40H)
  Undergraduate level (L2), UPMC.
- Discrete structures (~40H)
  Undergraduate level (L2), UPMC.
- General algorithmics (~40H)
  Undergraduate level (L3), UPMC.
- Advanced object programming in Java (~40H)
  Undergraduate level (L3), UPMC.
- Decision and games (~52H)
  Graduate level (M1), UPMC.

I was a teaching assistant in:

2006-2007:
- Types and data structures in OCaml (89H)
  Undergraduate level (L2), UPMC.
- General algorithmics (42H30)
  Undergraduate level (L3), UPMC.
- Programming project in OCaml (20H30)
  Undergraduate level (L2), UPMC.
2005-2006:
- Initiation to programming in Pascal (29H15)
  Undergraduate level (L1), Paris V University.
- Types and data structures in C (36H)
  Undergraduate level (L2), Paris V University.
2004-2005:
- Types and data structures in OCaml (80H)
  Undergraduate level (2nd year of DEUG Mathématiques et Informatique Appliquées aux Sciences), UPMC.
2003-2004:
- Recursive programming (27H40)
  Undergraduate level (1st year of DEUG Mathématiques et Informatique Appliquées aux Sciences), UPMC.

I was a student monitor/advisor:

2006-2007:
- Projects (20H00)
  Professional bachelor (L3), UPMC.
- Internships (20H00)
  Professional bachelor (L3), UPMC.
2003-2004:
- Student monitoring (25H00)
  Undergraduate level (L1, DEUG MIAS), UPMC.