°ëµº(ÖйúÇø)¹Ù·½ÍøÕ¾

È˲ŷ¢Õ¹

³¤ºçÖÇÄÜ»úÆ÷È˹«Ë¾¹ØÓÚÕÐÆ¸»úÆ÷ÈËϵͳ¼Ü¹¹Ê¦µÈ¸ÚλµÄ¹«¸æ

³¤ºçÖÇÄÜ»úÆ÷È˹«Ë¾¹ØÓÚÕÐÆ¸

»úÆ÷ÈËϵͳ¼Ü¹¹Ê¦µÈ¸ÚλµÄ¹«¸æ

¹«Ë¾¼ò½é

³¤ºçÖÇÄÜ»úÆ÷È˹«Ë¾¶¨Î»Îª³¤ºç¿Ø¹É¼¯ÍÅÕ½ÂÔÐÂÐ˲úÒµ·õ»¯ÍØÕ¹¾­ÓªÖ÷Ì壬Êdz¤ºç¼¯ÍÅΪ¿ìËÙÐγÉÔÚ¾ßÉí»úÆ÷È˲úÒµµÄºËÐľºÕùÁ¦¶ø³ÉÁ¢µÄ»úÆ÷ÈËÒµÎñ×éÖ¯£¬Ö÷ÒªÃæÏò¹¤ÒµÖÆÔì¡¢¼ÒÍ¥·þÎñÓëÉÌÒµ·þÎñ³¡¾°¿ªÕ¹»úÆ÷ÈËϵͳ¼¯³ÉÒµÎñ¡£

¹«Ë¾ÒòÒµÎñ·¢Õ¹ÐèÒª£¬ÏÖÏò¼¯ÍÅÄÚÍⲿ³ÏƸÒÔÏÂÈËÔ±£¬¾ßÌåÕÐÆ¸ÐÅÏ¢ÈçÏ£º

Ò»¡¢¸ÚλÐÅÏ¢

£¨Ò»£©»úÆ÷ÈËϵͳ¼Ü¹¹¹¤³Ìʦ¸ÚλְÔð¼°ÈÎÖ°ÒªÇó

1. ¸ÚλְÔð

£¨1£©¶Ôϵͳ¼Ü¹¹½øÐÐÉè¼ÆÓ뿪·¢£¬¸ºÔð»úÆ÷ÈËÆ½Ì¨Èí¼þSDK¼°Ä£¿éµÄ¼Ü¹¹Éè¼Æ¡¢Í¨ÐÅÓëÊý¾ÝÁ÷¿ò¼Ü¹æ»®£¬È·±£ÏµÍ³Îȶ¨¿É¿¿¡¢¸ßЧÔËÐУ¬Í¬Ê±Ö§³Ö²»Í¬»úÆ÷ÈË»úÐÍ»ò¹¦ÄܵĿìËÙÊÊÅ䣻

£¨2£©½øÐлúÆ÷ÈËϵͳµÄ±àÂë¼°²âÊÔ£¬¼¯³É´«¸ÐÆ÷¡¢Ö´ÐÐÆ÷µÈÓ²¼þÉ豸²¢¿ª·¢Çý¶¯³ÌÐò£¬¸ºÔð»úÆ÷ÈËϵͳ¼¯³É¡¢Áªµ÷ºÍ²âÊÔ£»

£¨3£©Õë¶Ôʵʱ¿ØÖÆ¡¢Í¨ÐÅʱÑÓ¡¢Êý¾ÝÍÌ͵ȹؼüÖ¸±ê½øÐÐϵͳ¼¶ÓÅ»¯£¬½â¾ö¸ß¸ºÔØ¡¢¶àÏ̵߳ȳ¡¾°ÖеÄÐÔÄÜÆ¿¾±¡£

2. ÈÎÖ°ÒªÇó

£¨1£©±¾¿Æ¼°ÒÔÉÏѧÀú£¬¼ÆËã»ú¡¢×Ô¶¯»¯¡¢È˹¤ÖÇÄܺͻúÆ÷È˵ÈÏà¹Ø×¨Òµ£¬¾ßÓÐ5ÄêÒÔÉÏ»úÆ÷ÈË»ò×Ô¶¯¼ÝÊ»µÄϵͳÉè¼Æ¡¢Ñз¢¹¤×÷¾­Ñ飻

£¨2£©Á¼ºÃµÄ±àÂëÄÜÁ¦£¬¾«Í¨C/C++ºÍPython£¬ÓÐJava£¬JSºÍÆäËûÓïÑÔ¿ª·¢¾­Ñé¸ü¼Ñ£»

£¨3£©¾«Í¨Òƶ¯»úÆ÷ÈËÀà²úƷǶÈëʽÈí¼þ¿ª·¢ºÍµ÷ÊÔÁ÷³Ì¡¢ÊìϤǶÈëʽLinuxÇý¶¯ºÍÓ¦Óÿª·¢£»

£¨4£©ÊìϤ»úÆ÷ÈË¿ØÖÆÈí¼þµÄ²ã´Î¼Ü¹¹¼°¶ÔÓ¦½Ó¿Ú¡£Ò»°ã°üº¬£ºÓû§³ÌÐòÖ¸ÁîµÄ½âÊÍ·­Ò룬·¾¶Éú³É/¹ì¼£¹æ»®Ä£¿é£¬ÊµÊ±¿ØÖÆÆ÷(λÖÃ/Á¦¾Ø)µÈ£»

£¨5£©¶Ôʵʱ²Ù×÷ϵͳ£¨real-time safe coding£©£¬Í¨ÐÅЭÒ飬²¢·¢±à³ÌÓзḻµÄʵ²Ù¾­Ñ飻

£¨6£©¶ÔOTA¡¢ÈÕÖ¾ÊÕ¼¯¡¢Êý¾ÝÂñµã¡¢IoTµÈ¼¼ÊõÓÐÒ»¶¨µÄÁ˽âºÍʵ¼ù¾­Ñé¸ü¼Ñ£»

£¨7£©¾ß±¸Á¼ºÃµÄÍŶӺÏ×÷¾«Éñ£¬¹¤×÷ÈÏÕæ£¬¾ßÓнÏÇ¿µÄ¹µÍ¨ÄÜÁ¦ÓëѧϰÄÜÁ¦¡£

3. ¹¤×÷µØµã

³É¶¼¡£

£¨¶þ£©»úÆ÷ÈËËã·¨¹¤³Ìʦ£¨VLA/RL£©¸ÚλְÔð¼°ÈÎÖ°ÒªÇó

1. ¸ÚλְÔð

£¨1£©¸ºÔð¾ßÉíÖÇÄÜËã·¨Ñз¢£¬»ùÓÚVLA¡¢Ç¿»¯Ñ§Ï°µÈAI¼¼ÊõÔÚ»úÆ÷È˲Ù×÷³¡¾°ÖеÄÓ¦Óã»

£¨2£©Ð­Í¬¶àģ̬´óÄ£ÐÍ¡¢Ä£·Â/Ç¿»¯Ñ§Ï°µÈËã·¨ÔÚ·ÂÕæ»·¾³µÄÔ¤ÑС¢ÓÅ»¯ºÍÑéÖ¤£¬ÊµÏÖË㷨ģÐÍSim2RealµÄfew-shotÇ¨ÒÆ£»

£¨3£©ÊìϤĿ±ê¼ì²â¡¢ÓïÒå·Ö¸î¡¢ÈýÎ¬ÖØ½¨µÈ¼ÆËã»úÊÓ¾õËã·¨£¬²¢½«ÆäÓ¦ÓÃÓÚVLAËã·¨ÓÅ»¯ÖУ»

£¨4£©¹Ø×¢»úÆ÷ÈË·ÂÕæÓëÈ˹¤ÖÇÄÜÁìÓòµÄ×îм¼Êõ¶¯Ì¬£¬½áºÏÒµÎñ³¡¾°½«Ç°Ñؼ¼ÊõÓ¦ÓÃÓÚʵ¼Ê¿ª·¢ÖС£

2. ÈÎÖ°ÒªÇó

£¨1£©¼ÆËã»ú¿ÆÑ§¡¢»úÆ÷ÈË¡¢×Ô¶¯»¯¡¢µç×Ó¹¤³Ì»òÏà¹Ø×¨ÒµË¶Ê¿¼°ÒÔÉÏѧÀú£¬²¢¾ßÓÐ3ÄêÒÔÉϹ¤×÷¾­Ñ飻

£¨2£©ÊìÁ·ÕÆÎÕÖ÷Á÷Éî¶Èѧϰ¿ò¼Ü£¬ÈçPyTorch¡¢TensorFlow¡¢JAX£¬²¢¾ß±¸ÓÅÐãµÄ±à³ÌÄÜÁ¦£»

£¨3£©¾ß±¸·Ö²¼Ê½ÑµÁ·¾­Ñ飬Äܹ»´¦Àí´ó¹æÄ£Êý¾ÝºÍÄ£ÐÍѵÁ·£»

£¨4£©¾ß±¸Á¼ºÃµÄÍŶӺÏ×÷¾«Éñ£¬¹¤×÷ÈÏÕæ£¬¾ßÓнÏÇ¿µÄ¹µÍ¨ÄÜÁ¦ÓëѧϰÄÜÁ¦£»

£¨5£©·½ÏòÒªÇó£¨ÔñÆäÒ»Âú×ã¼´¿É£©

VLA·½Ïò£º

¡¤ÉîÈëÀí½âTransformer¼Ü¹¹£¬ÓÐVLA£¨Pi/Pi0.5£¬OpenVLA£©/VLMÑз¢¾­ÑéÓÅÏÈ£¬¾ßÓдóÄ£ÐÍѵÁ·/΢µ÷¾­Ñ飻

¡¤ÓÐACT£¬Diffusion PolicyµÈÄ£·ÂѧϰÑз¢¾­ÑéÓÅÏÈ¡£

RL·½Ïò£º

¡¤¾ß±¸ÔúʵµÄÇ¿»¯Ñ§Ï°ÀíÂÛ»ù´¡£¬ÊìϤPPO¡¢SAC¡¢TD3¡¢DDPGµÈÖ÷Á÷Ç¿»¯Ñ§Ï°Ëã·¨£¬ÓÐÏà¹ØÏîĿʵ¼ù¾­Ñ飻¾ß±¸¼ÆËã»úͼÐÎѧ£¨ÈçäÖȾ¡¢¼¸ºÎ´¦Àí¡¢ÎïÀíÒýÇæÔ­Àí£©µÄÏà¹Ø±³¾°Óë¾­ÑéÓÅÏÈ£»

¡¤ÓÐIsaac Gym/Sim/Lab¡¢MuJoCoµÈ»úÆ÷ÈË·ÂÕæÆ½Ì¨Ê¹Óþ­Ñ飬¾ß±¸sim2realÏîÄ¿¿ª·¢¾­Ñ飻

¡¤ÓйýÇ¿»¯Ñ§Ï°ÏµÍ³¿ò¼Ü¿ª·¢ÕßÓÅÏÈ£»Á˽â»úÆ÷ÈËÔ˶¯Ñ§¡¢¶¯Á¦Ñ§½¨Ä££¬ÊìϤ»úÆ÷È˲Ù×÷»òÔ˶¯¿ØÖÆÏà¹Ø¼¼ÊõÓÅÏÈ£»»úÆ÷ÈËѧϰ¡¢Ç¿»¯Ñ§Ï°Ïà¹Ø¶¥¼¶»áÒéÂÛÎÄ·¢±í¾­Àú»òÏà¹Ø±ÈÈü»ñ½±¾­ÀúÕßÓÅÏÈ¡£

3. ¹¤×÷µØµã

³É¶¼¡£

£¨Èý£©»úÆ÷ÈËVLNËã·¨¹¤³Ìʦ¸ÚλְÔð¼°ÈÎÖ°ÒªÇó

1. ¸ÚλְÔð

£¨1£©¸ºÔð»ùÓÚÊÓ¾õÓïÑÔµ¼º½VLNËã·¨Ñз¢£»

£¨2£©¸ºÔðVLNËã·¨Óë»úÆ÷ÈËÆäËü½Ó¿Ú¿ª·¢£¬Õæ»ú²¿ÊðÓëÑéÖ¤£»

£¨3£©¸ºÔðËã·¨µÄÂ䵨ºÍÓÅ»¯ÌáÉý£¬½â¾ö¸´ÔÓ³¡¾°ÏµĶ¯Ì¬Â·¾¶¹æ»®ÓëÓïÒåÀí½âÎÊÌ⣻

£¨4£©¹¹½¨´«Í³¹æ»®ÓëÇ¿»¯Ñ§Ï°·½·¨½áºÏ½øÐе¼º½µÄÄÜÁ¦£¬ÌáÉý¶¯Ì¬±ä»¯»·¾³Ï£¬µ¼º½Ëã·¨µÄ³°ôÐÔ¡£

2. ÈÎÖ°ÒªÇó

£¨1£©Ë¶Ê¿¼°ÒÔÉÏѧÀú£¬¼ÆËã»ú¡¢È˹¤ÖÇÄÜ¡¢»úÆ÷ÈË¡¢×Ô¶¯»¯¡¢µç×ÓÐÅÏ¢µÈÏà¹Ø×¨Òµ£¬ÊìÁ·ÕÆÎÕ¼ÆËã»úÊÓ¾õºÍ»úÆ÷ѧϰÏà¹ØµÄÀíÂÛ֪ʶºÍʵ¼ù¼¼ÄÜ£»

£¨2£©ÊìϤÖ÷Á÷Éî¶Èѧϰ¿ò¼Ü£¨ÈçPyTorch£©£¬²¢¾ß±¸ÔúʵµÄ±à³ÌÄÜÁ¦£¨Python/C++£©£»

£¨3£©¾ßÓжÀÁ¢·ÖÎöÎÊÌâµÄÄÜÁ¦£¬¹Ø×¢Ð¼¼Êõ²¢¾ß±¸¿ìËÙ¸üÐÂ֪ʶÌåϵÄÜÁ¦£»

£¨4£©Êýѧ»ù´¡ÔúʵÕߣ¬ÕÆÎÕÄ£·Âѧϰ¡¢Ç¿»¯Ñ§Ï°µÈ¼¼ÊõÓÅÏÈ£»

£¨5£©ÓлúÆ÷È˸ÐÖª¡¢µ¼º½Ëã·¨¿ª·¢¾­Ñ飬ÊìϤ¿ªÔ´VLNËã·¨£¬ÊìϤÖ÷Á÷Êý¾Ý¼¯£¨ÈçR2R¡¢RXR£©¼°ÆÀ¹ÀÖ¸±ê£¨SPL¡¢SRµÈ£©ÕßÓÅÏÈ£¬ÓÐHabitat¡¢IsaacsimµÈ·ÂÕæÆ÷ʹÓþ­ÑéÕßÓÅÏÈ¡£   

3. ¹¤×÷µØµã

³É¶¼¡£

¶þ¡¢±¨Ãûʱ¼ä

×Ô2025Äê12ÔÂ24ÈÕÆðÖÁÕÐÂúΪֹ¡£

Èý¡¢Ð½³ê´ýÓö

н³êºÍ¸£Àû°´ÕÕ¹«Ë¾Óйع涨ִÐС£

ËÄ¡¢ÕÐÆ¸³ÌÐò

1. ×ʸñÉó²é¡£°´ÕÕ±¨ÃûÌõ¼þ£¬¶ÔӦƸÈËÔ±½øÐÐɸѡºÍ×ÊÁÏÉó²é£¬È·¶¨ÈëÑ¡ÃæÊÔµÄÈËÔ±Ãûµ¥¡£

2. ÕÐÆ¸·½Ê½¡£¸ù¾Ý×ʸñÉó²éºÍ³õ²½ÕçÑ¡µÄÇé¿ö£¬¼°Ê±ÒÔÓʼþ¡¢¶ÌÐÅ»òµç»°·½Ê½Í¨ÖªÈ«²¿ºÏ¸ñӦƸÈËÔ±£¬²Î¼Ó±Ê¡¢ÃæÊÔÊÂÏ×öµ½Í¨ÖªÊÂÒ˺ͷ¢ËÍÇé¿öÓоݿɲé¡£

3. È·¶¨Äâ¼ÓÃÈËÔ±¡£ÃæÊÔ½áÊøºó£¬ÒԵ绰·½Ê½ºÍÓʼþ·½Ê½Í¨ÖªÄâ¼ÓÃÈËÔ±£¬Î´¶¨ÎªÄâ¼ÓÃÈËÔ±²»ÔÙÁíÐÐ֪ͨ¡£

4. ÕýʽƸÓá£ÄâÆ¸ÓÃÈËÔ±Ðë°´ÕÐÆ¸¹«¿ªÇþµÀ¹«Ê¾£¬ÔÚ¹«Ê¾ÆÚÂúÎÞÒìÒéºóÒԵ绰ºÍÓʼþ·½Ê½Í¨Öª°ìÀíÕýʽƸÓÃÊÖÐø¡£

5. ÌرðÉùÃ÷£ºÓ¦Æ¸ÕßÓ¦¶ÔÌá½»²ÄÁϵÄÕæÊµÐÔ¸ºÔð£¬ÈçÓÐŪÐé×÷¼Ù£¬Á¢¼´È¡ÏûƸÓÃ×ʸñ²¢×·¾¿Æä·¨ÂÉÔðÈΡ£

Îå¡¢±¨Ãû·½Ê½

ÁªÏµÈË£ºÅíŮʿ ¼òÀúͶµÝÓÊÏ䣺cheng1.peng@changhong.com

Áù¡¢¼à¶½Í¶ËßÇþµÀ

1. ³¤ºç¼¯Íżͼ첿ÃÅÁªÏµµç»°£º0816-2412388

2. ³¤ºç¼¯Íżͼ첿ÃżලÓÊÏ䣺chjwjb@changhong.com

3. ÃàÑôÊйú×Êί¡°»¤¹ú×Ê¡±ÈÈÏߣº0816-2247110

4. ÃàÑôÊйú×Êί¡°»¤¹ú×Ê¡±ÓÊÏ䣺mygzwdjk@163.com

 


¡¾ÍøÕ¾µØÍ¼¡¿¡¾sitemap¡¿